François Fleuret
Adjunct Professor
francois.fleuret@epfl.ch +41 21 693 40 88 http://www.idiap.ch/~fleuret/
Citizenship : Swiss, French
Birth date : 10.01.1972
Biography
François Fleuret got a PhD in Mathematics from INRIA and the University of Paris VI in 2000, and an Habilitation degree in Mathematics from the University of Paris XIII in 2006.
He is the head of the Machine Learning group at the Idiap Research Institute, Switzerland, and Adjunct Professor in the School of Engineering of the École Polytechnique Fédérale de Lausanne, where he teaches machine learning. He has published more than 80 papers in peer-reviewed international conferences and journals.
He is Associate Editor of the IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), serves as Area Chair for NeurIPS, AAAI, and ICCV, and in the program committee of many top-tier international conferences in machine learning and computer vision. He is member of the Electrical Engineering Doctoral Program Committee at EPFL, and was or is expert for multiple funding agencies (Swiss National Science Foundation, European Research Council, Austrian Science Fund, Netherlands Organization for Scientific Research, French National Research Agency, Research Council of the Academy of Finland, US National Science Foundation).
He is the head of the Machine Learning group at the Idiap Research Institute, Switzerland, and Adjunct Professor in the School of Engineering of the École Polytechnique Fédérale de Lausanne, where he teaches machine learning. He has published more than 80 papers in peer-reviewed international conferences and journals.
He is Associate Editor of the IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), serves as Area Chair for NeurIPS, AAAI, and ICCV, and in the program committee of many top-tier international conferences in machine learning and computer vision. He is member of the Electrical Engineering Doctoral Program Committee at EPFL, and was or is expert for multiple funding agencies (Swiss National Science Foundation, European Research Council, Austrian Science Fund, Netherlands Organization for Scientific Research, French National Research Agency, Research Council of the Academy of Finland, US National Science Foundation).
He is the inventor of several patents in the field of machine learning, and co-founder of Neural Concept SA, a company specializing in the design and commercialization of AI learning-based solutions for engineering design.
His main research interest is machine learning, with a particular focus on computational aspects and small sample learning.
EPFL STI IEL LIDIAP
ELE 136 (Bâtiment ELE)
Station 14
CH-1015 Lausanne
+41 21 693 40 88
EPFL > STI > IEL > LIDIAP
Web site: Web site: https://idiap.epfl.ch/
+41 21 693 40 88
EPFL > STI > STI-SEL > SEL-ENS
+41 21 693 40 88
EPFL > E > E-DOC > EDEE-ENS
Fields of expertise
Statistical machine learning, Deep learning, Pattern recognition
Publications
Infoscience publications
R. Aaij; C. A. Beteta; T. Ackernley; B. Adeva; M. Adinolfi et al. : Observation of New Xi(0)(c) Baryons Decaying to Lambda K-+(c)-; Physical Review Letters. 2020-06-04. DOI : 10.1103/PhysRevLett.124.222001.
R. Aaij; C. A. Beteta; T. Ackernley; B. Adeva; M. Adinolfi et al. : Search for the Rare Decays B-s(0) -> e(+) e(-) and B-0 -> e(+) e(-); Physical Review Letters. 2020-05-27. DOI : 10.1103/PhysRevLett.124.211802.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of vertical bar V-cb vertical bar with B-s(0) -> D-s(()*()-) mu(+)nu(mu) decays; Physical Review D. 2020-04-20. DOI : 10.1103/PhysRevD.101.072004.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement off f(s)/f(u) Variation with Proton-Proton Collision Energy and B-Meson Kinematics; Physical Review Letters. 2020-03-26. DOI : 10.1103/PhysRevLett.124.122002.
R. Aaij; C. A. Beteta; T. Ackernley; B. Adeva; M. Adinolfi et al. : Observation of the semileptonic decay B+-> p(p)over-bar mu(+)nu(mu); Journal Of High Energy Physics. 2020-03-25. DOI : 10.1007/JHEP03(2020)146.
R. Aaij; C. A. Beteta; T. Ackernley; B. Adeva; M. Adinolfi et al. : Measurement of CP violation in B-0 -> (DD -/+)-D-*+/- decays; Journal Of High Energy Physics. 2020-03-25. DOI : 10.1007/JHEP03(2020)147.
R. Aaij; C. A. Beteta; T. Ackernley; B. Adeva; M. Adinolfi et al. : Isospin Amplitudes in Lambda(0)(b) -> J/psi Lambda (Sigma(0)) and Xi(0)(b)-> J/psi Xi(0) (Lambda) Decays; Physical Review Letters. 2020-03-17. DOI : 10.1103/PhysRevLett.124.111802.
R. Aaij; C. A. Beteta; T. Ackernley; B. Adeva; M. Adinolfi et al. : Measurement of the eta(c)(1S) production cross-section in p p collisions at root s=13TeV; European Physical Journal C. 2020-03-02. DOI : 10.1140/epjc/s10052-020-7733-0.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of psi (2S) production cross-sections in proton-proton collisions at v s=7 and 13 TeV; European Physical Journal C. 2020-02-28. DOI : 10.1140/epjc/s10052-020-7638-y.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : First Observation of Excited Omega(-)(b) States; Physical Review Letters. 2020-02-25. DOI : 10.1103/PhysRevLett.124.082002.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Determination of quantum numbers for several excited charmed mesons observed in B- -> D*(+)pi(-) pi(-) decays; Physical Review D. 2020-02-20. DOI : 10.1103/PhysRevD.101.032005.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Study of gamma production in pPb collisions at root sNN = 8:16 TeV (vol 11, pg 194, 2018); Journal Of High Energy Physics. 2020-02-14.
R. Aaij; C. Abellan Beteta; T. Ackernley; B. Adeva; M. Adinolfi et al. : Precision measurement of the Xi(++)(cc) mass; Journal Of High Energy Physics. 2020-02-07. DOI : 10.1007/JHEP02(2020)049.
R. Aaij; C. A. Beteta; T. Ackernley; B. Adeva; M. Adinolfi et al. : Measurement of Xi(++)(cc) production in pp collisions at root s=13 TeV; Chinese Physics C. 2020-02-01. DOI : 10.1088/1674-1137/44/2/022001.
R. Aaij; C. A. Beteta; T. Ackernley; B. Adeva; M. Adinolfi et al. : Search for A ' -> mu(+)mu(-) Decays; Physical Review Letters. 2020-01-29. DOI : 10.1103/PhysRevLett.124.041801.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of psi(2S) meson production in pp collisions at root s = 7TeV (vol 72, 2100, 2012); European Physical Journal C. 2020-01-22. DOI : 10.1140/epjc/s10052-019-7486-9.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Observation of Several Sources of CP Violation in B+ -> pi(+)pi(+)pi(-) Decays; Physical Review Letters. 2020-01-21. DOI : 10.1103/PhysRevLett.124.031801.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Amplitude analysis of the B+ -> pi(+)pi(+)pi(-) decay; Physical Review D. 2020-01-21. DOI : 10.1103/PhysRevD.101.012006.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Updated measurement of decay-time-dependent CP asymmetries in D-0 -> K+ K- and D-0 -> pi(+)pi(-) decays; Physical Review D. 2020-01-13. DOI : 10.1103/PhysRevD.101.012005.
T. Chavdarova / F. Fleuret (Dir.) : Deep Generative Models and Applications. Lausanne, EPFL, 2020. DOI : 10.5075/epfl-thesis-10257.
S. Tulyakov / F. Fleuret; A. Ivanov (Dir.) : Learning stereo reconstruction with deep neural networks. Lausanne, EPFL, 2020. DOI : 10.5075/epfl-thesis-7086.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinol; C. A. Aidala et al. : Measurement of CP violation in the B-s(0)-> phi phi decay and search for the B-0 -> phi phi decay; Journal of High Energy Physics. 2019-12-23. DOI : 10.1007/JHEP12(2019)155.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of the B-c(-) meson production fraction and asymmetry in 7 and 13 TeV pp collisions; Physical Review D. 2019-12-13. DOI : 10.1103/PhysRevD.100.112006.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Search for Lepton-Flavor Violating Decays B+ -> K+ mu(+/-) e(-/+); Physical Review Letters. 2019-12-12. DOI : 10.1103/PhysRevLett.123.241802.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Amplitude Analysis of B-+/- -> pi(K+K-)-K-+/- Decays; Physical Review Letters. 2019-12-06. DOI : 10.1103/PhysRevLett.123.231802.
R. Aaij; C. Abellán Beteta; T. Ackernley; B. Adeva; M. Adinolfi et al. : Isospin amplitudes in $\Lambda_b^0\to J/\psi \Lambda(\Sigma^0)$ and $\Xi_b^0\to J/\psi \Xi^0(\Lambda)$ decays. 2019-12-04.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of Charged Hadron Production in Z-Tagged Jets in Proton-Proton Collisions at root s=8 TeV; Physical Review Letters. 2019-12-04. DOI : 10.1103/PhysRevLett.123.232001.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Search for the Lepton-Flavor-Violating Decays B-s(0) -> pi(+/-mu -/+) and B-0 -> tau(+/-mu -/+); Physical Review Letters. 2019-11-22. DOI : 10.1103/PHYsRev.Lett.123.211801.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Search for the doubly charmed baryon Xi(+)(cc); Science China-Physics Mechanics & Astronomy. 2019-11-19. DOI : 10.1007/s11433-019-1471-8.
R. Aaij; C. Abellán Beteta; T. Ackernley; B. Adeva; M. Adinolfi et al. : Precision measurement of the $\Xi_{cc}^{++}$ mass. 2019-11-19.
R. Aaij; C. A. Beteta; T. Ackernley; B. Adeva; M. Adinolfi et al. : Measurement of the electron reconstruction efficiency at LHCb; Journal Of Instrumentation. 2019-11-01. DOI : 10.1088/1748-0221/14/11/P11023.
R. Aaij; C. A. Beteta; T. Ackernley; B. Adeva; M. Adinolfi et al. : Observation of New Resonances in the Lambda(0)(b)pi(+)pi(-) System; Physical Review Letters. 2019-10-11. DOI : 10.1103/PhysRevLett.123.152001.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of the CP-violating phase phi(s) from B-s(0) -> J/psi pi(+)pi(-) decays in 13 TeV pp collisions<bold> </bold>; Physics Letters B. 2019-10-10. DOI : 10.1016/j.physletb.2019.07.036.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : A search for Xi(++)(cc) -> D(+)pK(-)pi(+) decays; Journal Of High Energy Physics. 2019-10-09. DOI : 10.1007/JHEP10(2019)124.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Observation of the Lambda(0)(b) -> chi(c1) (3872)pK(-) decay; Journal of High Energy Physics. 2019-09-03. DOI : 10.1007/JHEP09(2019)028.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurements of CP asymmetries in charmless four-body Lambda(0)(b) and Xi(0)(b) decays; European Physical Journal C. 2019-09-01. DOI : 10.1140/epjc/s10052-019-7218-1.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of b hadron fractions in 13 TeV pp collisions; Physical Review D. 2019-08-27. DOI : 10.1103/PhysRevD.100.031102.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of CP-Violating and Mixing-Induced Observables in B-s(0) -> phi gamma Decays; Physical Review Letters. 2019-08-23. DOI : 10.1103/PhysRevLett.123.081802.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Search for the rare decay B+ -> mu(+) mu(-) mu(+)nu(mu); European Physical Journal C. 2019-08-13. DOI : 10.1140/epjc/s10052-019-7112-x.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of CP observables in the process B-0 -> DK*0 with two- and four-body D decays; Journal of High Energy Physics. 2019-08-07. DOI : 10.1007/JHEP08(2019)041.
R. Aaij; C. A. Beteta; T. Ackernley; B. Adeva; M. Adinolfi et al. : Updated measurement of time-dependent CP-violating observables in B-s(0) -> J/psi K+K- decays; The European Physical Journal C. 2019-08-01. DOI : 10.1140/epjc/s10052-019-7159-8.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Precision measurement of the Lambda(+)(c), Xi(+)(c), and Xi(0)(c) baryon lifetimes; Physical Review D. 2019-08-01. DOI : 10.1103/PhysRevD.100.032001.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : First Observation of the Radiative Decay Lambda(0 )(b)-> Lambda gamma; Physical Review Letters. 2019-07-15. DOI : 10.1103/PhysRevLett.123.031801.
R. Aaij; C. Abellan Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Near-threshold DD spectroscopy and observation of a new charmonium state; Journal of High Energy Physics. 2019-07-08. DOI : 10.1007/JHEP07(2019)035.
R. Aaij; C. Abellan Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Amplitude analysis of the B0 (s)! K0K0 decays and measurement of the branching fraction of the B0! K0K0 decay; Journal of High Energy Physics. 2019-07-05. DOI : 10.1007/JHEP07(2019)032.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of the branching fraction and CP asymmetry in B plus . J/.. plus decays; The European Physical Journal C. 2019-06-24. DOI : 10.1140/epjc/s10052-019-6698-3.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Amplitude analysis of B-s(0) -> K-S(0) K-+/-pi(-/+) decays; Journal of High Energy Physics. 2019-06-21. DOI : 10.1007/JHEP06(2019)114.
L. Zampieri : Geometric Deep Learning for Volumetric Computational Fluid Dynamics ; 2019-06-21.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of the Mass Difference Between Neutral Charm-Meson Eigenstates; Physical Review Letters. 2019-06-14. DOI : 10.1103/PhysRevLett.122.231802.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Observation of an Excited B-c(+) State; Physical Review Letters. 2019-06-11. DOI : 10.1103/PhysRevLett.122.232001.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Observation of a Narrow Pentaquark State, P-c(4312)(+), and of the Two-Peak Structure of the P-c(4450)(+); Physical Review Letters. 2019-06-05. DOI : 10.1103/PhysRevLett.122.222001.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the relative B- -> D-0 / D*(0) / D**(0)mu(-)(nu)over-bar(mu) branching fractions using B- mesons from (B)over-bar(S)(2)*(0) decays; Physical Review D. 2019-05-31. DOI : 10.1103/PhysRevD.99.092009.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Observation of CP Violation in Charm Decays; Physical Review Letters. 2019-05-29. DOI : 10.1103/PhysRevLett.122.211803.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Search for CP Violation in D-s(+) -> K-S(0)pi(+), D+ -> (KSK+)-K-0, and D+ -> phi pi(+) Decays; Physical Review Letters. 2019-05-17. DOI : 10.1103/PhysRevLett.122.191803.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Observation of B-(s)(0) -> J/psi p(p)over-bar Decays and Precision Measurements of the B-(s)(0) Masses; Physical Review Letters. 2019-05-17. DOI : 10.1103/PhysRevLett.122.191804.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Search for Lepton-Universality Violation in B+ -> K(+)l(+)l(-) Decays; Physical Review Letters. 2019-05-13. DOI : 10.1103/PhysRevLett.122.191801.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Study of the B-0 (770)degrees K-*(892)(0) decay with an amplitude analysis of B-0 ((+-))(K+pi(-)) decays; Journal Of High Energy Physics. 2019-05-06. DOI : 10.1007/JHEP05(2019)026.
R. Aaij; C. Abellan Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Model-Independent Observation of Exotic Contributions to B degrees -> J/psi K+pi(-) Decays; Physical Review Letters. 2019-04-17. DOI : 10.1103/PhysRevLett.122.152002.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Observation of the doubly Cabibbo-suppressed decay Xi(+)(c) -> p phi; Journal of High Energy Physics. 2019-04-10. DOI : 10.1007/JHEP04(2019)084.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Dalitz plot analysis of the D+ -> K-K+K+ decay; Journal of High Energy Physics. 2019-04-08. DOI : 10.1007/JHEP04(2019)063.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : First Measurement of Charm Production in its Fixed-Target Configuration at the LHC; Physical Review Letters. 2019-04-02. DOI : 10.1103/PhysRevLett.122.132002.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of B+, B-0 and Lambda(0)(b) production in pPb collisions at, root(NN)-N-s=8.16 TeV; Physical Review D. 2019-03-27. DOI : 10.1103/PhysRevD.99.052011.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the branching fractions of the decays D+ -> K-K+K+, D+ -> pi-pi(+) K+ and D-s(+) -> pi-K+K+; Journal of High Energy Physics. 2019-03-27. DOI : 10.1007/JHEP03(2019)176.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of the mass and production rate of Xi(-)(b)( )baryons; Physical Review D. 2019-03-22. DOI : 10.1103/PhysRevD.99.052006.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the ratio of branching fractions of the decays0(2S) and arrange Lambda; Journal of High Energy Physics. 2019-03-22. DOI : 10.1007/JHEP03(2019)126.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Search for CP violation through an amplitude analysis of D-0 K+K-+- decays; Journal of High Energy Physics. 2019-02-20. DOI : 10.1007/JHEP02(2019)126.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Prompt plus c production in pPb collisions at p sNN=5:02 TeV; Journal of High Energy Physics. 2019-02-15. DOI : 10.1007/JHEP02(2019)102.
B. Malecki; I. Bediaga; M. Cruz Torres; J. M. De Miranda; A. C. dos Reis et al. : Bose-Einstein correlations and b(b)over-bar correlations in pp collisions with LHCb; Nuclear Physics A. 2019-02-01. DOI : 10.1016/j.nuclphysa.2018.09.037.
T. Boettcher; I. Bediaga; M. Cruz Torres; J. M. De Miranda; A. C. dos Reis et al. : Direct photon production at LHCb; Nuclear Physics A. 2019-02-01. DOI : 10.1016/j.nuclphysa.2018.10.046.
M. Winn; I. Bediaga; M. Cruz Torres; J. M. De Miranda; A. C. dos Reis et al. : Highlights from the LHCb experiment; Nuclear Physics A. 2019-02-01. DOI : 10.1016/j.nuclphysa.2018.09.044.
A. Bursche; I. Bediaga; M. Cruz Torres; J. M. De Miranda; A. C. dos Reis et al. : Study of coherent J/psi production in lead-lead collisions at root s(NN)=5 TeV with the LHCb experiment; Nuclear Physics A. 2019-02-01. DOI : 10.1016/j.nuclphysa.2018.10.069.
J. Sun; I. Bediaga; M. Cruz Torres; J. M. De Miranda; A. C. dos Reis et al. : Prompt Lambda(+)(c) baryons and D-0 meson production cross-section and nuclear modification in pPb collisions at root S-NN=5.02 TeV with the LHCb detector; Nuclear Physics A. 2019-02-01. DOI : 10.1016/j.nuclphysa.2018.09.062.
R. Aaij; C. Abellan Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Observation of Two Resonances in the Lambda(0)(b)pi(+/-) Systems and Precise Measurement of Sigma(+/-)(b) and Sigma(*+/-)(b) Properties; Physical Review Letters. 2019-01-11. DOI : 10.1103/PhysRevLett.122.012001.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of the Charm-Mixing Parameter y(CP); Physical Review Letters. 2019-01-08. DOI : 10.1103/PhysRevLett.122.011802.
S. Tulyakov; F. Fleuret; M. Kiefel; P. Gehler; M. Hirsch : Learning an event sequence embedding for event-based deep stereo. 2019. Proceedings of the IEEE International Conference on Computer Vision.
P. T. Sivaprasad; F. Mai; T. Vogels; M. Jaggi; F. Fleuret : On the Tunability of Optimizers in Deep Learning. 2019.
T. Chavdarova; G. Gidel; F. Fleuret; S. Lacoste-Julien : Reducing Noise in GAN Training with Variance Reduced Extragradient. 2019. Advances In Neural Information Processing Systems 32 (Nips 2019), Vancouver, CANADA, Dec 08-14, 2019.
P. B. Baqué; P. Fua; F. Fleuret ; Shape optimisation of technical devices via gradient descent using convolutional neural network proxies. CN111295657 ; WO2019048085 . 2019.
S. Srinivas; F. Fleuret : Full-Gradient Representation for Neural Network Visualization. 2019. 33rd Conference on Neural Information Processing Systems (NeurIPS), Vancouver, CANADA, Dec 08-14, 2019.
A. Katharopoulos; F. Fleuret : Processing Megapixel Images with Deep Attention-Sampling Models. 2019.
A. Katharopoulos; F. Fleuret : Processing Megapixel Images with Deep Attention-Sampling Models. 2019. Proceedings of International Conference on Machine Learning.
R. Khasanova / P. Frossard (Dir.) : Graph-based image representation learning. Lausanne, EPFL, 2019. DOI : 10.5075/epfl-thesis-9267.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Evidence for an nc(1S)ff- resonance in B0 yc(1S)K+ decays; European Physical Journal C. 2018-12-17. DOI : 10.1140/epjc/s10052-018-6447-z.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Search for lepton-flavour-violating decays of Higgs-like bosons; European Physical Journal C. 2018-12-12. DOI : 10.1140/epjc/s10052-018-6386-8.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Search for CP violation in Lambda(0)(b)-> pK(- )and Lambda(0)(b) -> p pi(-) decays; Physics Letters B. 2018-12-10. DOI : 10.1016/j.physletb.2018.10.039.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Study of Gamma production in pPb collisions at root(s)(NN) (=)8.16 TeV; Journal Of High Energy Physics. 2018-11-29. DOI : 10.1007/JHEP11(2018)194.
R. Aaij; C. Abelian Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of Antiproton Production in p-He Collisions at root S-NN=110 GeV; Physical Review Letters. 2018-11-29. DOI : 10.1103/PhysRevLett.121.222001.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Measurement of the time-integrated CP asymmetry in D (0) -> K (S) (0) K (S) (0) decays; Journal Of High Energy Physics. 2018-11-08. DOI : 10.1007/JHEP11(2018)048.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Alaltouni et al. : Observation of the decay B-s(0) -> (D)over-bar(0)K (+) K-; Physical Review D. 2018-10-31. DOI : 10.1103/PhysRevD.98.072006.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Observation of B-s(0) -> (D)over-bar*(0)phi and search for B-0 -> (D)over-bar(0)phi decays; Physical Review D. 2018-10-30. DOI : 10.1103/PhysRevD.98.071103.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Central exclusive production of J/psi and (2S) mesons in pp collisions at p s=13 TeV; Journal Of High Energy Physics. 2018-10-26. DOI : 10.1007/JHEP10(2018)167.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : First Observation of the Doubly Charmed Baryon Decay Xi(++)(cc) -> Xi(+)(c)pi(+); Physical Review Letters. 2018-10-17. DOI : 10.1103/PhysRevLett.121.162002.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Measurement of the CKM angle using B-+/- DK +/- with D -> KS0(+-),(KsK+K-)-K-0 decays (vol 08, 176, 2018); Journal Of High Energy Physics. 2018-10-16. DOI : 10.1007/JHEP10(2018)107.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Search for beautiful tetraquarks in the ?(1S)(+-) invariant-mass spectrum; Journal Of High Energy Physics. 2018-10-12. DOI : 10.1007/JHEP10(2018)086.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Measurement of Z -> tau(+)tau(-) production in proton-proton collisions at root s=8 TeV; Journal Of High Energy Physics. 2018-09-27. DOI : 10.1007/JHEP09(2018)159.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Angular moments of the decay Lambda(0)(b) -> Lambda mu(+)mu(-) at low hadronic recoil; Journal Of High Energy Physics. 2018-09-26. DOI : 10.1007/JHEP09(2018)146.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for a dimuon resonance in the Upsilon mass region; Journal Of High Energy Physics. 2018-09-26. DOI : 10.1007/JHEP09(2018)147.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Observation of the decay Lambda(0)(b) -> Lambda(+)(c)p(p)over-bar pi(-); Physics Letters B. 2018-09-10. DOI : 10.1016/j.physletb.2018.07.033.
R. Aaij; L. Collaboration; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of the Omega(0)(c) Baryon Lifetime; Physical Review Letters. 2018-08-31. DOI : 10.1103/PhysRevLett.121.092003.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Observation of the decay (B)over-bar(s)(0) -> chi(c2) K+K- in the phi mass region; Journal Of High Energy Physics. 2018-08-29. DOI : 10.1007/JHEP08(2018)191.
Infoscience
R. Aaij; C. A. Beteta; T. Ackernley; B. Adeva; M. Adinolfi et al. : Observation of New Xi(0)(c) Baryons Decaying to Lambda K-+(c)-; Physical Review Letters. 2020-06-04. DOI : 10.1103/PhysRevLett.124.222001.
R. Aaij; C. A. Beteta; T. Ackernley; B. Adeva; M. Adinolfi et al. : Search for the Rare Decays B-s(0) -> e(+) e(-) and B-0 -> e(+) e(-); Physical Review Letters. 2020-05-27. DOI : 10.1103/PhysRevLett.124.211802.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of vertical bar V-cb vertical bar with B-s(0) -> D-s(()*()-) mu(+)nu(mu) decays; Physical Review D. 2020-04-20. DOI : 10.1103/PhysRevD.101.072004.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement off f(s)/f(u) Variation with Proton-Proton Collision Energy and B-Meson Kinematics; Physical Review Letters. 2020-03-26. DOI : 10.1103/PhysRevLett.124.122002.
R. Aaij; C. A. Beteta; T. Ackernley; B. Adeva; M. Adinolfi et al. : Observation of the semileptonic decay B+-> p(p)over-bar mu(+)nu(mu); Journal Of High Energy Physics. 2020-03-25. DOI : 10.1007/JHEP03(2020)146.
R. Aaij; C. A. Beteta; T. Ackernley; B. Adeva; M. Adinolfi et al. : Measurement of CP violation in B-0 -> (DD -/+)-D-*+/- decays; Journal Of High Energy Physics. 2020-03-25. DOI : 10.1007/JHEP03(2020)147.
R. Aaij; C. A. Beteta; T. Ackernley; B. Adeva; M. Adinolfi et al. : Isospin Amplitudes in Lambda(0)(b) -> J/psi Lambda (Sigma(0)) and Xi(0)(b)-> J/psi Xi(0) (Lambda) Decays; Physical Review Letters. 2020-03-17. DOI : 10.1103/PhysRevLett.124.111802.
R. Aaij; C. A. Beteta; T. Ackernley; B. Adeva; M. Adinolfi et al. : Measurement of the eta(c)(1S) production cross-section in p p collisions at root s=13TeV; European Physical Journal C. 2020-03-02. DOI : 10.1140/epjc/s10052-020-7733-0.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of psi (2S) production cross-sections in proton-proton collisions at v s=7 and 13 TeV; European Physical Journal C. 2020-02-28. DOI : 10.1140/epjc/s10052-020-7638-y.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : First Observation of Excited Omega(-)(b) States; Physical Review Letters. 2020-02-25. DOI : 10.1103/PhysRevLett.124.082002.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Determination of quantum numbers for several excited charmed mesons observed in B- -> D*(+)pi(-) pi(-) decays; Physical Review D. 2020-02-20. DOI : 10.1103/PhysRevD.101.032005.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Study of gamma production in pPb collisions at root sNN = 8:16 TeV (vol 11, pg 194, 2018); Journal Of High Energy Physics. 2020-02-14.
R. Aaij; C. Abellan Beteta; T. Ackernley; B. Adeva; M. Adinolfi et al. : Precision measurement of the Xi(++)(cc) mass; Journal Of High Energy Physics. 2020-02-07. DOI : 10.1007/JHEP02(2020)049.
R. Aaij; C. A. Beteta; T. Ackernley; B. Adeva; M. Adinolfi et al. : Measurement of Xi(++)(cc) production in pp collisions at root s=13 TeV; Chinese Physics C. 2020-02-01. DOI : 10.1088/1674-1137/44/2/022001.
R. Aaij; C. A. Beteta; T. Ackernley; B. Adeva; M. Adinolfi et al. : Search for A ' -> mu(+)mu(-) Decays; Physical Review Letters. 2020-01-29. DOI : 10.1103/PhysRevLett.124.041801.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of psi(2S) meson production in pp collisions at root s = 7TeV (vol 72, 2100, 2012); European Physical Journal C. 2020-01-22. DOI : 10.1140/epjc/s10052-019-7486-9.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Observation of Several Sources of CP Violation in B+ -> pi(+)pi(+)pi(-) Decays; Physical Review Letters. 2020-01-21. DOI : 10.1103/PhysRevLett.124.031801.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Amplitude analysis of the B+ -> pi(+)pi(+)pi(-) decay; Physical Review D. 2020-01-21. DOI : 10.1103/PhysRevD.101.012006.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Updated measurement of decay-time-dependent CP asymmetries in D-0 -> K+ K- and D-0 -> pi(+)pi(-) decays; Physical Review D. 2020-01-13. DOI : 10.1103/PhysRevD.101.012005.
T. Chavdarova / F. Fleuret (Dir.) : Deep Generative Models and Applications. Lausanne, EPFL, 2020. DOI : 10.5075/epfl-thesis-10257.
S. Tulyakov / F. Fleuret; A. Ivanov (Dir.) : Learning stereo reconstruction with deep neural networks. Lausanne, EPFL, 2020. DOI : 10.5075/epfl-thesis-7086.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinol; C. A. Aidala et al. : Measurement of CP violation in the B-s(0)-> phi phi decay and search for the B-0 -> phi phi decay; Journal of High Energy Physics. 2019-12-23. DOI : 10.1007/JHEP12(2019)155.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of the B-c(-) meson production fraction and asymmetry in 7 and 13 TeV pp collisions; Physical Review D. 2019-12-13. DOI : 10.1103/PhysRevD.100.112006.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Search for Lepton-Flavor Violating Decays B+ -> K+ mu(+/-) e(-/+); Physical Review Letters. 2019-12-12. DOI : 10.1103/PhysRevLett.123.241802.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Amplitude Analysis of B-+/- -> pi(K+K-)-K-+/- Decays; Physical Review Letters. 2019-12-06. DOI : 10.1103/PhysRevLett.123.231802.
R. Aaij; C. Abellán Beteta; T. Ackernley; B. Adeva; M. Adinolfi et al. : Isospin amplitudes in $\Lambda_b^0\to J/\psi \Lambda(\Sigma^0)$ and $\Xi_b^0\to J/\psi \Xi^0(\Lambda)$ decays. 2019-12-04.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of Charged Hadron Production in Z-Tagged Jets in Proton-Proton Collisions at root s=8 TeV; Physical Review Letters. 2019-12-04. DOI : 10.1103/PhysRevLett.123.232001.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Search for the Lepton-Flavor-Violating Decays B-s(0) -> pi(+/-mu -/+) and B-0 -> tau(+/-mu -/+); Physical Review Letters. 2019-11-22. DOI : 10.1103/PHYsRev.Lett.123.211801.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Search for the doubly charmed baryon Xi(+)(cc); Science China-Physics Mechanics & Astronomy. 2019-11-19. DOI : 10.1007/s11433-019-1471-8.
R. Aaij; C. Abellán Beteta; T. Ackernley; B. Adeva; M. Adinolfi et al. : Precision measurement of the $\Xi_{cc}^{++}$ mass. 2019-11-19.
R. Aaij; C. A. Beteta; T. Ackernley; B. Adeva; M. Adinolfi et al. : Measurement of the electron reconstruction efficiency at LHCb; Journal Of Instrumentation. 2019-11-01. DOI : 10.1088/1748-0221/14/11/P11023.
R. Aaij; C. A. Beteta; T. Ackernley; B. Adeva; M. Adinolfi et al. : Observation of New Resonances in the Lambda(0)(b)pi(+)pi(-) System; Physical Review Letters. 2019-10-11. DOI : 10.1103/PhysRevLett.123.152001.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of the CP-violating phase phi(s) from B-s(0) -> J/psi pi(+)pi(-) decays in 13 TeV pp collisions<bold> </bold>; Physics Letters B. 2019-10-10. DOI : 10.1016/j.physletb.2019.07.036.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : A search for Xi(++)(cc) -> D(+)pK(-)pi(+) decays; Journal Of High Energy Physics. 2019-10-09. DOI : 10.1007/JHEP10(2019)124.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Observation of the Lambda(0)(b) -> chi(c1) (3872)pK(-) decay; Journal of High Energy Physics. 2019-09-03. DOI : 10.1007/JHEP09(2019)028.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurements of CP asymmetries in charmless four-body Lambda(0)(b) and Xi(0)(b) decays; European Physical Journal C. 2019-09-01. DOI : 10.1140/epjc/s10052-019-7218-1.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of b hadron fractions in 13 TeV pp collisions; Physical Review D. 2019-08-27. DOI : 10.1103/PhysRevD.100.031102.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of CP-Violating and Mixing-Induced Observables in B-s(0) -> phi gamma Decays; Physical Review Letters. 2019-08-23. DOI : 10.1103/PhysRevLett.123.081802.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Search for the rare decay B+ -> mu(+) mu(-) mu(+)nu(mu); European Physical Journal C. 2019-08-13. DOI : 10.1140/epjc/s10052-019-7112-x.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of CP observables in the process B-0 -> DK*0 with two- and four-body D decays; Journal of High Energy Physics. 2019-08-07. DOI : 10.1007/JHEP08(2019)041.
R. Aaij; C. A. Beteta; T. Ackernley; B. Adeva; M. Adinolfi et al. : Updated measurement of time-dependent CP-violating observables in B-s(0) -> J/psi K+K- decays; The European Physical Journal C. 2019-08-01. DOI : 10.1140/epjc/s10052-019-7159-8.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Precision measurement of the Lambda(+)(c), Xi(+)(c), and Xi(0)(c) baryon lifetimes; Physical Review D. 2019-08-01. DOI : 10.1103/PhysRevD.100.032001.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : First Observation of the Radiative Decay Lambda(0 )(b)-> Lambda gamma; Physical Review Letters. 2019-07-15. DOI : 10.1103/PhysRevLett.123.031801.
R. Aaij; C. Abellan Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Near-threshold DD spectroscopy and observation of a new charmonium state; Journal of High Energy Physics. 2019-07-08. DOI : 10.1007/JHEP07(2019)035.
R. Aaij; C. Abellan Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Amplitude analysis of the B0 (s)! K0K0 decays and measurement of the branching fraction of the B0! K0K0 decay; Journal of High Energy Physics. 2019-07-05. DOI : 10.1007/JHEP07(2019)032.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of the branching fraction and CP asymmetry in B plus . J/.. plus decays; The European Physical Journal C. 2019-06-24. DOI : 10.1140/epjc/s10052-019-6698-3.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Amplitude analysis of B-s(0) -> K-S(0) K-+/-pi(-/+) decays; Journal of High Energy Physics. 2019-06-21. DOI : 10.1007/JHEP06(2019)114.
L. Zampieri : Geometric Deep Learning for Volumetric Computational Fluid Dynamics ; 2019-06-21.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of the Mass Difference Between Neutral Charm-Meson Eigenstates; Physical Review Letters. 2019-06-14. DOI : 10.1103/PhysRevLett.122.231802.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Observation of an Excited B-c(+) State; Physical Review Letters. 2019-06-11. DOI : 10.1103/PhysRevLett.122.232001.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Observation of a Narrow Pentaquark State, P-c(4312)(+), and of the Two-Peak Structure of the P-c(4450)(+); Physical Review Letters. 2019-06-05. DOI : 10.1103/PhysRevLett.122.222001.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the relative B- -> D-0 / D*(0) / D**(0)mu(-)(nu)over-bar(mu) branching fractions using B- mesons from (B)over-bar(S)(2)*(0) decays; Physical Review D. 2019-05-31. DOI : 10.1103/PhysRevD.99.092009.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Observation of CP Violation in Charm Decays; Physical Review Letters. 2019-05-29. DOI : 10.1103/PhysRevLett.122.211803.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Search for CP Violation in D-s(+) -> K-S(0)pi(+), D+ -> (KSK+)-K-0, and D+ -> phi pi(+) Decays; Physical Review Letters. 2019-05-17. DOI : 10.1103/PhysRevLett.122.191803.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Observation of B-(s)(0) -> J/psi p(p)over-bar Decays and Precision Measurements of the B-(s)(0) Masses; Physical Review Letters. 2019-05-17. DOI : 10.1103/PhysRevLett.122.191804.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Search for Lepton-Universality Violation in B+ -> K(+)l(+)l(-) Decays; Physical Review Letters. 2019-05-13. DOI : 10.1103/PhysRevLett.122.191801.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Study of the B-0 (770)degrees K-*(892)(0) decay with an amplitude analysis of B-0 ((+-))(K+pi(-)) decays; Journal Of High Energy Physics. 2019-05-06. DOI : 10.1007/JHEP05(2019)026.
R. Aaij; C. Abellan Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Model-Independent Observation of Exotic Contributions to B degrees -> J/psi K+pi(-) Decays; Physical Review Letters. 2019-04-17. DOI : 10.1103/PhysRevLett.122.152002.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Observation of the doubly Cabibbo-suppressed decay Xi(+)(c) -> p phi; Journal of High Energy Physics. 2019-04-10. DOI : 10.1007/JHEP04(2019)084.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Dalitz plot analysis of the D+ -> K-K+K+ decay; Journal of High Energy Physics. 2019-04-08. DOI : 10.1007/JHEP04(2019)063.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : First Measurement of Charm Production in its Fixed-Target Configuration at the LHC; Physical Review Letters. 2019-04-02. DOI : 10.1103/PhysRevLett.122.132002.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of B+, B-0 and Lambda(0)(b) production in pPb collisions at, root(NN)-N-s=8.16 TeV; Physical Review D. 2019-03-27. DOI : 10.1103/PhysRevD.99.052011.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the branching fractions of the decays D+ -> K-K+K+, D+ -> pi-pi(+) K+ and D-s(+) -> pi-K+K+; Journal of High Energy Physics. 2019-03-27. DOI : 10.1007/JHEP03(2019)176.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of the mass and production rate of Xi(-)(b)( )baryons; Physical Review D. 2019-03-22. DOI : 10.1103/PhysRevD.99.052006.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the ratio of branching fractions of the decays0(2S) and arrange Lambda; Journal of High Energy Physics. 2019-03-22. DOI : 10.1007/JHEP03(2019)126.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Search for CP violation through an amplitude analysis of D-0 K+K-+- decays; Journal of High Energy Physics. 2019-02-20. DOI : 10.1007/JHEP02(2019)126.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Prompt plus c production in pPb collisions at p sNN=5:02 TeV; Journal of High Energy Physics. 2019-02-15. DOI : 10.1007/JHEP02(2019)102.
B. Malecki; I. Bediaga; M. Cruz Torres; J. M. De Miranda; A. C. dos Reis et al. : Bose-Einstein correlations and b(b)over-bar correlations in pp collisions with LHCb; Nuclear Physics A. 2019-02-01. DOI : 10.1016/j.nuclphysa.2018.09.037.
T. Boettcher; I. Bediaga; M. Cruz Torres; J. M. De Miranda; A. C. dos Reis et al. : Direct photon production at LHCb; Nuclear Physics A. 2019-02-01. DOI : 10.1016/j.nuclphysa.2018.10.046.
M. Winn; I. Bediaga; M. Cruz Torres; J. M. De Miranda; A. C. dos Reis et al. : Highlights from the LHCb experiment; Nuclear Physics A. 2019-02-01. DOI : 10.1016/j.nuclphysa.2018.09.044.
A. Bursche; I. Bediaga; M. Cruz Torres; J. M. De Miranda; A. C. dos Reis et al. : Study of coherent J/psi production in lead-lead collisions at root s(NN)=5 TeV with the LHCb experiment; Nuclear Physics A. 2019-02-01. DOI : 10.1016/j.nuclphysa.2018.10.069.
J. Sun; I. Bediaga; M. Cruz Torres; J. M. De Miranda; A. C. dos Reis et al. : Prompt Lambda(+)(c) baryons and D-0 meson production cross-section and nuclear modification in pPb collisions at root S-NN=5.02 TeV with the LHCb detector; Nuclear Physics A. 2019-02-01. DOI : 10.1016/j.nuclphysa.2018.09.062.
R. Aaij; C. Abellan Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Observation of Two Resonances in the Lambda(0)(b)pi(+/-) Systems and Precise Measurement of Sigma(+/-)(b) and Sigma(*+/-)(b) Properties; Physical Review Letters. 2019-01-11. DOI : 10.1103/PhysRevLett.122.012001.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of the Charm-Mixing Parameter y(CP); Physical Review Letters. 2019-01-08. DOI : 10.1103/PhysRevLett.122.011802.
S. Tulyakov; F. Fleuret; M. Kiefel; P. Gehler; M. Hirsch : Learning an event sequence embedding for event-based deep stereo. 2019. Proceedings of the IEEE International Conference on Computer Vision.
P. T. Sivaprasad; F. Mai; T. Vogels; M. Jaggi; F. Fleuret : On the Tunability of Optimizers in Deep Learning. 2019.
T. Chavdarova; G. Gidel; F. Fleuret; S. Lacoste-Julien : Reducing Noise in GAN Training with Variance Reduced Extragradient. 2019. Advances In Neural Information Processing Systems 32 (Nips 2019), Vancouver, CANADA, Dec 08-14, 2019.
P. B. Baqué; P. Fua; F. Fleuret ; Shape optimisation of technical devices via gradient descent using convolutional neural network proxies. CN111295657 ; WO2019048085 . 2019.
S. Srinivas; F. Fleuret : Full-Gradient Representation for Neural Network Visualization. 2019. 33rd Conference on Neural Information Processing Systems (NeurIPS), Vancouver, CANADA, Dec 08-14, 2019.
A. Katharopoulos; F. Fleuret : Processing Megapixel Images with Deep Attention-Sampling Models. 2019.
A. Katharopoulos; F. Fleuret : Processing Megapixel Images with Deep Attention-Sampling Models. 2019. Proceedings of International Conference on Machine Learning.
R. Khasanova / P. Frossard (Dir.) : Graph-based image representation learning. Lausanne, EPFL, 2019. DOI : 10.5075/epfl-thesis-9267.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Evidence for an nc(1S)ff- resonance in B0 yc(1S)K+ decays; European Physical Journal C. 2018-12-17. DOI : 10.1140/epjc/s10052-018-6447-z.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Search for lepton-flavour-violating decays of Higgs-like bosons; European Physical Journal C. 2018-12-12. DOI : 10.1140/epjc/s10052-018-6386-8.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Search for CP violation in Lambda(0)(b)-> pK(- )and Lambda(0)(b) -> p pi(-) decays; Physics Letters B. 2018-12-10. DOI : 10.1016/j.physletb.2018.10.039.
R. Aaij; C. A. Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Study of Gamma production in pPb collisions at root(s)(NN) (=)8.16 TeV; Journal Of High Energy Physics. 2018-11-29. DOI : 10.1007/JHEP11(2018)194.
R. Aaij; C. Abelian Beteta; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of Antiproton Production in p-He Collisions at root S-NN=110 GeV; Physical Review Letters. 2018-11-29. DOI : 10.1103/PhysRevLett.121.222001.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Measurement of the time-integrated CP asymmetry in D (0) -> K (S) (0) K (S) (0) decays; Journal Of High Energy Physics. 2018-11-08. DOI : 10.1007/JHEP11(2018)048.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Alaltouni et al. : Observation of the decay B-s(0) -> (D)over-bar(0)K (+) K-; Physical Review D. 2018-10-31. DOI : 10.1103/PhysRevD.98.072006.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Observation of B-s(0) -> (D)over-bar*(0)phi and search for B-0 -> (D)over-bar(0)phi decays; Physical Review D. 2018-10-30. DOI : 10.1103/PhysRevD.98.071103.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Central exclusive production of J/psi and (2S) mesons in pp collisions at p s=13 TeV; Journal Of High Energy Physics. 2018-10-26. DOI : 10.1007/JHEP10(2018)167.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : First Observation of the Doubly Charmed Baryon Decay Xi(++)(cc) -> Xi(+)(c)pi(+); Physical Review Letters. 2018-10-17. DOI : 10.1103/PhysRevLett.121.162002.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Measurement of the CKM angle using B-+/- DK +/- with D -> KS0(+-),(KsK+K-)-K-0 decays (vol 08, 176, 2018); Journal Of High Energy Physics. 2018-10-16. DOI : 10.1007/JHEP10(2018)107.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Search for beautiful tetraquarks in the ?(1S)(+-) invariant-mass spectrum; Journal Of High Energy Physics. 2018-10-12. DOI : 10.1007/JHEP10(2018)086.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Measurement of Z -> tau(+)tau(-) production in proton-proton collisions at root s=8 TeV; Journal Of High Energy Physics. 2018-09-27. DOI : 10.1007/JHEP09(2018)159.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Angular moments of the decay Lambda(0)(b) -> Lambda mu(+)mu(-) at low hadronic recoil; Journal Of High Energy Physics. 2018-09-26. DOI : 10.1007/JHEP09(2018)146.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for a dimuon resonance in the Upsilon mass region; Journal Of High Energy Physics. 2018-09-26. DOI : 10.1007/JHEP09(2018)147.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Observation of the decay Lambda(0)(b) -> Lambda(+)(c)p(p)over-bar pi(-); Physics Letters B. 2018-09-10. DOI : 10.1016/j.physletb.2018.07.033.
R. Aaij; L. Collaboration; B. Adeva; M. Adinolfi; C. A. Aidala et al. : Measurement of the Omega(0)(c) Baryon Lifetime; Physical Review Letters. 2018-08-31. DOI : 10.1103/PhysRevLett.121.092003.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Observation of the decay (B)over-bar(s)(0) -> chi(c2) K+K- in the phi mass region; Journal Of High Energy Physics. 2018-08-29. DOI : 10.1007/JHEP08(2018)191.
Teaching & PhD
Teaching
Electrical and Electronics Engineering