François Fleuret

Adjunct Professor
francois.fleuret@epfl.ch +41 21 693 40 88 https://fleuret.org/francois/
Citizenship : Swiss, French
Birth date : 10.01.1972
Biography
He is Full Professor in the department of Computer Science at the University of Geneva, and Adjunct Professor in the School of Engineering of the École Polytechnique Fédérale de Lausanne. 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, 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.
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 development and commercialization of deep learning 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
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Web site: Web site: https://idiap.epfl.ch/
+41 21 693 40 88
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Fields of expertise
Publications
Infoscience publications
First observation of the decay Lambda(0)(b) -> eta(c) (1S)pK(-)
Physical Review D. 2020-12-22. DOI : 10.1103/PhysRevD.102.112012.Measurement of the relative branching fractions of B+ -> h(+) h('+) h('-) decays
Physical Review D. 2020-12-18. DOI : 10.1103/PhysRevD.102.112010.Observation of structure in the J/psi-pair mass spectrum
Science Bulletin. 2020-12-15. DOI : 10.1016/j.scib.2020.08.032.Strong constraints on the b -> s gamma photon polarisation from B-0 -> K(*0)e(+)e(-) decays
Journal Of High Energy Physics. 2020-12-11. DOI : 10.1007/JHEP12(2020)081.Amplitude analysis of the B+ -> D+D-K+ decay
Physical Review D. 2020-12-07. DOI : 10.1103/PhysRevD.102.112003.Model-Independent Study of Structure in B+ -> D+D-K+ Decays
Physical Review Letters. 2020-12-07. DOI : 10.1103/PhysRevLett.125.242001.Constraints on the K-S(0) -> mu(+) mu(-) Branching Fraction
Physical Review Letters. 2020-12-02. DOI : 10.1103/PhysRevLett.125.231801.Search for the doubly heavy Xi bc0 baryon via decays to D(0)pK(-)
Journal Of High Energy Physics. 2020-11-19. DOI : 10.1007/JHEP11(2020)095.Study of the lineshape of the chi(c1) (3872) state
Physical Review D. 2020-11-12. DOI : 10.1103/PhysRevD.102.092005.Searches for low-mass dimuon resonances
Journal Of High Energy Physics. 2020-10-26. DOI : 10.1007/JHEP10(2020)156.Search for CP violation in Xi(+)(c) -> pK(-) pi(+) decays using model-independent techniques
European Physical Journal C. 2020-10-26. DOI : 10.1140/epjc/s10052-020-8365-0.First observation of the decay B-0 -> D-0(D)over-bar(0)K(+)pi(-)
Physical Review D. 2020-09-22. DOI : 10.1103/PhysRevD.102.051102.Search for CP violation and observation of P violation in Lambda(0)(b) -> p pi(-) pi(+) pi(-) decays
Physical Review D. 2020-09-08. DOI : 10.1103/PhysRevD.102.051101.Study of the psi(2)(3823) and chi(c1)(3872) states in B+->(J/psi pi(+)pi(-))K(+)decays
Journal Of High Energy Physics. 2020-08-25. DOI : 10.1007/JHEP08(2020)123.Measurement of the branching fraction of the decay B-s(0) -> (KSKS0)-K-0
Physical Review D. 2020-07-31. DOI : 10.1103/PhysRevD.102.012011.Precision measurement of the B-c(+) meson mass
Journal Of High Energy Physics. 2020-07-20. DOI : 10.1007/JHEP07(2020)123.Erratum to: Updated measurement of time-dependent CP-violating observables in B-s(0) -> J/psi K+ K- decays (vol 79, 706, 2019)
European Physical Journal C. 2020-07-03. DOI : 10.1140/epjc/s10052-020-7875-0.Measurement of CP-Averaged Observables in the B-0 -> K-star 0 mu(+)mu(-) Decay
Physical Review Letters. 2020-07-02. DOI : 10.1103/PhysRevLett.125.011802.Observation of a new baryon state in the Lambda(0)(b)pi(+)pi(-) mass spectrum
Journal Of High Energy Physics. 2020-06-23. DOI : 10.1007/JHEP06(2020)136.Search for the lepton flavour violating decay B+ -> K+mu(-)tau(+) using Bs20 decays
Journal Of High Energy Physics. 2020-06-22. DOI : 10.1007/JHEP06(2020)129.Measurement of the Lambda(0)(b) -> J/psi Lambda angular distribution and the Lambda(0)(b) polarisation in pp collisions
Journal Of High Energy Physics. 2020-06-17. DOI : 10.1007/JHEP06(2020)110.Measurement of CP observables in B-+/- -> DK +/- and B-+/- -> D pi(+/-) with D -> KS0<mml:msup>K +/-</mml:msup><mml:msup>pi -/+</mml:msup> decays
Journal Of High Energy Physics. 2020-06-08. DOI : 10.1007/JHEP06(2020)058.Observation of New Xi(0)(c) Baryons Decaying to Lambda K-+(c)-
Physical Review Letters. 2020-06-04. DOI : 10.1103/PhysRevLett.124.222001.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.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.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.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.Measurement of CP violation in B-0 -> (DD -/+)-D-*+/- decays
Journal Of High Energy Physics. 2020-03-25. DOI : 10.1007/JHEP03(2020)147.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.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.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.First Observation of Excited Omega(-)(b) States
Physical Review Letters. 2020-02-25. DOI : 10.1103/PhysRevLett.124.082002.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.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. DOI : 10.1007/JHEP02(2020)093.Precision measurement of the Xi(++)(cc) mass
Journal Of High Energy Physics. 2020-02-07. DOI : 10.1007/JHEP02(2020)049.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.Search for A ' -> mu(+)mu(-) Decays
Physical Review Letters. 2020-01-29. DOI : 10.1103/PhysRevLett.124.041801.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.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.Amplitude analysis of the B+ -> pi(+)pi(+)pi(-) decay
Physical Review D. 2020-01-21. DOI : 10.1103/PhysRevD.101.012006.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.From Classical to Unsupervised-Deep-Learning Methods for Solving Inverse Problems in Imaging.
Lausanne, EPFL, 2020. DOI : 10.5075/epfl-thesis-7360.Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention
2020Optimizer Benchmarking Needs to Account for Hyperparameter Tuning
2020. 37th International Conference on Machine Learning, Vienna, Austria.Gradient Alignment in Deep Neural Networks
2020Deep Generative Models and Applications
Lausanne, EPFL, 2020. DOI : 10.5075/epfl-thesis-10257.Learning stereo reconstruction with deep neural networks
Lausanne, EPFL, 2020. DOI : 10.5075/epfl-thesis-7086.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.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.Search for Lepton-Flavor Violating Decays B+ -> K+ mu(+/-) e(-/+)
Physical Review Letters. 2019-12-12. DOI : 10.1103/PhysRevLett.123.241802.Amplitude Analysis of B-+/- -> pi(K+K-)-K-+/- Decays
Physical Review Letters. 2019-12-06. DOI : 10.1103/PhysRevLett.123.231802.Isospin amplitudes in $\Lambda_b^0\to J/\psi \Lambda(\Sigma^0)$ and $\Xi_b^0\to J/\psi \Xi^0(\Lambda)$ decays
2019-12-04Measurement 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.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.Search for the doubly charmed baryon Xi(+)(cc)
Science China-Physics Mechanics & Astronomy. 2019-11-19. DOI : 10.1007/s11433-019-1471-8.Precision measurement of the $\Xi_{cc}^{++}$ mass
2019-11-19Measurement of the electron reconstruction efficiency at LHCb
Journal Of Instrumentation. 2019-11-01. DOI : 10.1088/1748-0221/14/11/P11023.Observation of New Resonances in the Lambda(0)(b)pi(+)pi(-) System
Physical Review Letters. 2019-10-11. DOI : 10.1103/PhysRevLett.123.152001.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.A search for Xi(++)(cc) -> D(+)pK(-)pi(+) decays
Journal Of High Energy Physics. 2019-10-09. DOI : 10.1007/JHEP10(2019)124.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.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.Measurement of b hadron fractions in 13 TeV pp collisions
Physical Review D. 2019-08-27. DOI : 10.1103/PhysRevD.100.031102.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.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.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.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.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.First Observation of the Radiative Decay Lambda(0 )(b)-> Lambda gamma
Physical Review Letters. 2019-07-15. DOI : 10.1103/PhysRevLett.123.031801.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.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.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.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.Geometric Deep Learning for Volumetric Computational Fluid Dynamics
2019-06-21Measurement of the Mass Difference Between Neutral Charm-Meson Eigenstates
Physical Review Letters. 2019-06-14. DOI : 10.1103/PhysRevLett.122.231802.Observation of an Excited B-c(+) State
Physical Review Letters. 2019-06-11. DOI : 10.1103/PhysRevLett.122.232001.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.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.Observation of CP Violation in Charm Decays
Physical Review Letters. 2019-05-29. DOI : 10.1103/PhysRevLett.122.211803.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.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.Search for Lepton-Universality Violation in B+ -> K(+)l(+)l(-) Decays
Physical Review Letters. 2019-05-13. DOI : 10.1103/PhysRevLett.122.191801.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.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.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.Dalitz plot analysis of the D+ -> K-K+K+ decay
Journal of High Energy Physics. 2019-04-08. DOI : 10.1007/JHEP04(2019)063.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.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.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.Measurement of the mass and production rate of Xi(-)(b)( )baryons
Physical Review D. 2019-03-22. DOI : 10.1103/PhysRevD.99.052006.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.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.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.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.Direct photon production at LHCb
Nuclear Physics A. 2019-02-01. DOI : 10.1016/j.nuclphysa.2018.10.046.Highlights from the LHCb experiment
Nuclear Physics A. 2019-02-01. DOI : 10.1016/j.nuclphysa.2018.09.044.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.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.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.Measurement of the Charm-Mixing Parameter y(CP)
Physical Review Letters. 2019-01-08. DOI : 10.1103/PhysRevLett.122.011802.Infoscience
First observation of the decay Lambda(0)(b) -> eta(c) (1S)pK(-)
Physical Review D. 2020-12-22. DOI : 10.1103/PhysRevD.102.112012.Measurement of the relative branching fractions of B+ -> h(+) h('+) h('-) decays
Physical Review D. 2020-12-18. DOI : 10.1103/PhysRevD.102.112010.Observation of structure in the J/psi-pair mass spectrum
Science Bulletin. 2020-12-15. DOI : 10.1016/j.scib.2020.08.032.Strong constraints on the b -> s gamma photon polarisation from B-0 -> K(*0)e(+)e(-) decays
Journal Of High Energy Physics. 2020-12-11. DOI : 10.1007/JHEP12(2020)081.Amplitude analysis of the B+ -> D+D-K+ decay
Physical Review D. 2020-12-07. DOI : 10.1103/PhysRevD.102.112003.Model-Independent Study of Structure in B+ -> D+D-K+ Decays
Physical Review Letters. 2020-12-07. DOI : 10.1103/PhysRevLett.125.242001.Constraints on the K-S(0) -> mu(+) mu(-) Branching Fraction
Physical Review Letters. 2020-12-02. DOI : 10.1103/PhysRevLett.125.231801.Search for the doubly heavy Xi bc0 baryon via decays to D(0)pK(-)
Journal Of High Energy Physics. 2020-11-19. DOI : 10.1007/JHEP11(2020)095.Study of the lineshape of the chi(c1) (3872) state
Physical Review D. 2020-11-12. DOI : 10.1103/PhysRevD.102.092005.Searches for low-mass dimuon resonances
Journal Of High Energy Physics. 2020-10-26. DOI : 10.1007/JHEP10(2020)156.Search for CP violation in Xi(+)(c) -> pK(-) pi(+) decays using model-independent techniques
European Physical Journal C. 2020-10-26. DOI : 10.1140/epjc/s10052-020-8365-0.First observation of the decay B-0 -> D-0(D)over-bar(0)K(+)pi(-)
Physical Review D. 2020-09-22. DOI : 10.1103/PhysRevD.102.051102.Search for CP violation and observation of P violation in Lambda(0)(b) -> p pi(-) pi(+) pi(-) decays
Physical Review D. 2020-09-08. DOI : 10.1103/PhysRevD.102.051101.Study of the psi(2)(3823) and chi(c1)(3872) states in B+->(J/psi pi(+)pi(-))K(+)decays
Journal Of High Energy Physics. 2020-08-25. DOI : 10.1007/JHEP08(2020)123.Measurement of the branching fraction of the decay B-s(0) -> (KSKS0)-K-0
Physical Review D. 2020-07-31. DOI : 10.1103/PhysRevD.102.012011.Precision measurement of the B-c(+) meson mass
Journal Of High Energy Physics. 2020-07-20. DOI : 10.1007/JHEP07(2020)123.Erratum to: Updated measurement of time-dependent CP-violating observables in B-s(0) -> J/psi K+ K- decays (vol 79, 706, 2019)
European Physical Journal C. 2020-07-03. DOI : 10.1140/epjc/s10052-020-7875-0.Measurement of CP-Averaged Observables in the B-0 -> K-star 0 mu(+)mu(-) Decay
Physical Review Letters. 2020-07-02. DOI : 10.1103/PhysRevLett.125.011802.Observation of a new baryon state in the Lambda(0)(b)pi(+)pi(-) mass spectrum
Journal Of High Energy Physics. 2020-06-23. DOI : 10.1007/JHEP06(2020)136.Search for the lepton flavour violating decay B+ -> K+mu(-)tau(+) using Bs20 decays
Journal Of High Energy Physics. 2020-06-22. DOI : 10.1007/JHEP06(2020)129.Measurement of the Lambda(0)(b) -> J/psi Lambda angular distribution and the Lambda(0)(b) polarisation in pp collisions
Journal Of High Energy Physics. 2020-06-17. DOI : 10.1007/JHEP06(2020)110.Measurement of CP observables in B-+/- -> DK +/- and B-+/- -> D pi(+/-) with D -> KS0<mml:msup>K +/-</mml:msup><mml:msup>pi -/+</mml:msup> decays
Journal Of High Energy Physics. 2020-06-08. DOI : 10.1007/JHEP06(2020)058.Observation of New Xi(0)(c) Baryons Decaying to Lambda K-+(c)-
Physical Review Letters. 2020-06-04. DOI : 10.1103/PhysRevLett.124.222001.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.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.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.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.Measurement of CP violation in B-0 -> (DD -/+)-D-*+/- decays
Journal Of High Energy Physics. 2020-03-25. DOI : 10.1007/JHEP03(2020)147.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.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.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.First Observation of Excited Omega(-)(b) States
Physical Review Letters. 2020-02-25. DOI : 10.1103/PhysRevLett.124.082002.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.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. DOI : 10.1007/JHEP02(2020)093.Precision measurement of the Xi(++)(cc) mass
Journal Of High Energy Physics. 2020-02-07. DOI : 10.1007/JHEP02(2020)049.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.Search for A ' -> mu(+)mu(-) Decays
Physical Review Letters. 2020-01-29. DOI : 10.1103/PhysRevLett.124.041801.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.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.Amplitude analysis of the B+ -> pi(+)pi(+)pi(-) decay
Physical Review D. 2020-01-21. DOI : 10.1103/PhysRevD.101.012006.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.From Classical to Unsupervised-Deep-Learning Methods for Solving Inverse Problems in Imaging.
Lausanne, EPFL, 2020. DOI : 10.5075/epfl-thesis-7360.Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention
2020Optimizer Benchmarking Needs to Account for Hyperparameter Tuning
2020. 37th International Conference on Machine Learning, Vienna, Austria.Gradient Alignment in Deep Neural Networks
2020Deep Generative Models and Applications
Lausanne, EPFL, 2020. DOI : 10.5075/epfl-thesis-10257.Learning stereo reconstruction with deep neural networks
Lausanne, EPFL, 2020. DOI : 10.5075/epfl-thesis-7086.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.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.Search for Lepton-Flavor Violating Decays B+ -> K+ mu(+/-) e(-/+)
Physical Review Letters. 2019-12-12. DOI : 10.1103/PhysRevLett.123.241802.Amplitude Analysis of B-+/- -> pi(K+K-)-K-+/- Decays
Physical Review Letters. 2019-12-06. DOI : 10.1103/PhysRevLett.123.231802.Isospin amplitudes in $\Lambda_b^0\to J/\psi \Lambda(\Sigma^0)$ and $\Xi_b^0\to J/\psi \Xi^0(\Lambda)$ decays
2019-12-04Measurement 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.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.Search for the doubly charmed baryon Xi(+)(cc)
Science China-Physics Mechanics & Astronomy. 2019-11-19. DOI : 10.1007/s11433-019-1471-8.Precision measurement of the $\Xi_{cc}^{++}$ mass
2019-11-19Measurement of the electron reconstruction efficiency at LHCb
Journal Of Instrumentation. 2019-11-01. DOI : 10.1088/1748-0221/14/11/P11023.Observation of New Resonances in the Lambda(0)(b)pi(+)pi(-) System
Physical Review Letters. 2019-10-11. DOI : 10.1103/PhysRevLett.123.152001.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.A search for Xi(++)(cc) -> D(+)pK(-)pi(+) decays
Journal Of High Energy Physics. 2019-10-09. DOI : 10.1007/JHEP10(2019)124.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.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.Measurement of b hadron fractions in 13 TeV pp collisions
Physical Review D. 2019-08-27. DOI : 10.1103/PhysRevD.100.031102.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.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.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.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.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.First Observation of the Radiative Decay Lambda(0 )(b)-> Lambda gamma
Physical Review Letters. 2019-07-15. DOI : 10.1103/PhysRevLett.123.031801.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.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.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.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.Geometric Deep Learning for Volumetric Computational Fluid Dynamics
2019-06-21Measurement of the Mass Difference Between Neutral Charm-Meson Eigenstates
Physical Review Letters. 2019-06-14. DOI : 10.1103/PhysRevLett.122.231802.Observation of an Excited B-c(+) State
Physical Review Letters. 2019-06-11. DOI : 10.1103/PhysRevLett.122.232001.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.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.Observation of CP Violation in Charm Decays
Physical Review Letters. 2019-05-29. DOI : 10.1103/PhysRevLett.122.211803.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.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.Search for Lepton-Universality Violation in B+ -> K(+)l(+)l(-) Decays
Physical Review Letters. 2019-05-13. DOI : 10.1103/PhysRevLett.122.191801.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.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.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.Dalitz plot analysis of the D+ -> K-K+K+ decay
Journal of High Energy Physics. 2019-04-08. DOI : 10.1007/JHEP04(2019)063.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.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.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.Measurement of the mass and production rate of Xi(-)(b)( )baryons
Physical Review D. 2019-03-22. DOI : 10.1103/PhysRevD.99.052006.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.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.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.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.Direct photon production at LHCb
Nuclear Physics A. 2019-02-01. DOI : 10.1016/j.nuclphysa.2018.10.046.Highlights from the LHCb experiment
Nuclear Physics A. 2019-02-01. DOI : 10.1016/j.nuclphysa.2018.09.044.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.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.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.Measurement of the Charm-Mixing Parameter y(CP)
Physical Review Letters. 2019-01-08. DOI : 10.1103/PhysRevLett.122.011802.Teaching & PhD
Teaching
Electrical and Electronics Engineering
PhD Programs
PhD Students
Courdier Evann Pierre Guy, Janbakhshi Parvaneh, Johari Seyed Mohammad Mahdi, Kabil Selen Hande, Katharopoulos Angelos, Marelli Francois Thierry M, Matoba Kyle Michael, Pannatier Arnaud, Shajkofci Adrian, Sivaprasad Prabhu Teja, Srinivas Suraj, Vyas Apoorv,Past EPFL PhD Students
Ali Karim , Bagautdinov Timur , Baqué Pierre Bruno , Ben Shitrit Horesh Beny , Berclaz Jérôme , Canévet Olivier , Chavdarova Tatjana , Dubout Charles , González Serrano Germán , Jose Cijo , Lefakis Leonidas , Newling James Peter , Suditu Nicolae , Tulyakov Stepan ,Courses
Fundamentals of machine learning
This course provides a general overview of machine learning, covering the main algorithms, theoretical formalisms and experimental protocols.Deep learning
The course aims at providing an overview of existing processings and methods, at teaching how to design and train a deep neural network for a given task, and at providing the theoretical basis to go beyond the topics directly seen in the course.
It will touch on the following topics:
- What is deep learning, introduction to tensors.
- Basic machine-l
Machine Learning for Engineers
The objective of this course is to give an overview of machine learning techniques used for real-world applications, and to teach how to implement and use them in practice.