François Fleuret
Maître d'enseignement et de recherche
francois.fleuret@epfl.ch +41 21 69 31638 http://www.idiap.ch/~fleuret/
Citizenship : Swiss, French
Biography
François Fleuret received the PhD degree in Mathematics from the University of Paris VI in 2000, and the 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. Prior to that, he held positions at the University of Chicago, USA, at the Institut de Recherche en Informatique et en Automatique (INRIA), France, and at the École Polytechnique Fédérale de Lausanne (EPFL), Switzerland. He serves as Associate Editor of the IEEE Transactions on Pattern Analysis and Machine Intelligence, and is expert for several European funding agencies.
EPFL STI IEL LIDIAP
ELD 230 (Bâtiment ELD)
Station 14
CH-1015 Lausanne
Unit: EDEE-ENS
Fields of expertise
Statistical machine learning, Deep learning, Pattern recognition
Publications
Infoscience
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.
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.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Measurement of the CKM angle gamma using B-+/- -> DK +/- with D -> K-S(0)pi(+)pi(-), (KSK+K-)-K-0 decays; Journal Of High Energy Physics. 2018-08-28. DOI : 10.1007/JHEP08(2018)176.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of forward top pair production in the dilepton channel in pp collisions at root s=13 TeV; Journal Of High Energy Physics. 2018-08-28. DOI : 10.1007/JHEP08(2018)174.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Observation of a New Xi(-)(b) Resonance; Physical Review Letters. 2018-08-15. DOI : 10.1103/PhysRevLett.121.072002.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of CP asymmetries in two-body B-(s)(0)-meson decays to charged pions and kaons; Physical Review D. 2018-08-10. DOI : 10.1103/PhysRevD.98.032004.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Measurement of the Lifetime of the Doubly Charmed Baryon Xi(++)(cc); Physical Review Letters. 2018-07-31. DOI : 10.1103/PhysRevLett.121.052002.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurements of the branching fractions of Lambda(+)(c) -> p pi(-)pi(+), Lambda(+)(c) -> pK(-)K(+), and Lambda(+)(c) -> p pi K--(+); Journal Of High Energy Physics. 2018-03-08. DOI : 10.1007/JHEP03(2018)043.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Updated determination of D-0-(D)over-bar(0) mixing and CP violation parameters with D-0 -> K+ pi(-) decays; Physical Review D. 2018-02-22. DOI : 10.1103/PhysRevD.97.031101.
S. Tulyakov; A. Ivanov; F. Fleuret : Practical Deep Stereo (PDS): Toward applications-friendly deep stereo matching. 2018. Proceedings of the international conference on Neural Information Processing Systems.
C. Jose; M. Cisse; F. Fleuret : Kronecker Recurrent Units. 2018. Proceedings of the International Conference on Machine Learning.
T. Chavdarova; S. Stich; M. Jaggi; F. Fleuret : Stochastic Variance Reduced Gradient Optimization of Generative Adversarial Networks. 2018. International Conference on Machine Learning (ICML) workshop on Theoretical Foundations and Applications of Deep Generative Models.
P. Baqué; E. Remelli; F. Fleuret; P. Fua : Geodesic Convolutional Shape Optimization. 2018. Proceedings of the International Conference on Machine Learning.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for Dark Photons Produced in 13 TeV pp Collisions; Physical Review Letters. 2018. DOI : 10.1103/PhysRevLett.120.061801.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search forBc+decays to two charm mesons; Nuclear Physics. 2018. DOI : 10.1016/j.nuclphysb.2018.03.015.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Observation of the decay Λb0 → ψ(2S)pπ−; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP08(2018)131.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Amplitude Analysis of the Decay B¯0→KS0π+π− and First Observation of the CP Asymmetry in B¯0→K*(892)−π+; Physical Review Letters. 2018. DOI : 10.1103/PhysRevLett.120.261801.
H. Nakano; A. Ishikawa; K. Sumisawa; H. Yamamoto; I. Adachi et al. : Measurements of the absolute branching fractions of B+→Xcc¯K+ and B+→D¯(*)0π+ at Belle; Physical Review. 2018. DOI : 10.1103/PhysRevD.97.012005.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for excited Bc+ states; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP01(2018)138.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of ϒ production in pp collisions at s√=13 TeV; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP07(2018)134.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the Ratio of the B0→D*−τ+ντ and B0→D*−μ+νμ Branching Fractions Using Three-Prong τ -Lepton Decays; Physical Review Letters. 2018. DOI : 10.1103/PhysRevLett.120.171802.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the Ratio of Branching Fractions B(Bc+→J/ψτ+ντ)/B(Bc+→J/ψμ+νμ); Physical Review Letters. 2018. DOI : 10.1103/PhysRevLett.120.121801.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for the lepton-flavour violating decays B(s)0 → e±μ∓; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP03(2018)078.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the inelastic pp cross-section at a centre-of-mass energy of 13 TeV; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP06(2018)100.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the CP asymmetry in B− → Ds−D0 and B− → D−D0 decays; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP05(2018)160.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for the rare decay Λc+→pμ+μ−; Physical Review. 2018. DOI : 10.1103/PhysRevD.97.091101.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of D s ± production asymmetry in pp collisions at s√=7 and 8 TeV; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP08(2018)008.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of CP violation in B0 → D∓π± decays; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP06(2018)084.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Erratum to: Measurement of CP observables in B± → DK*± decays using two- and four-body D final states; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP05(2018)067.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for weakly decaying b -flavored pentaquarks; Physical Review. 2018. DOI : 10.1103/PhysRevD.97.032010.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of CP observables in B ± → D (⁎) K ± and B ± → D (⁎) π ± decays; Physics Letters. 2018. DOI : 10.1016/j.physletb.2017.11.070.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of CP asymmetry in Bs0 → Ds∓K± decays; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP03(2018)059.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of branching fractions of charmless four-body Λb0 and Ξb0 decays; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP02(2018)098.
R. Aaij; B. Adeva; M. Adinolfi; C. Aidala; Z. Ajaltouni et al. : Measurement of Angular and CP Asymmetries in D0→π+π−μ+μ− and D0→K+K−μ+μ− Decays; Physical Review Letters. 2018. DOI : 10.1103/PhysRevLett.121.091801.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Studies of the resonance structure in D0→K∓π±π±π∓ decays; The European Physical Journal. 2018. DOI : 10.1140/epjc/s10052-018-5758-4.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : First observation of B+ → Ds+K+K− decays and a search for B+ → Ds+ϕ decays; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP01(2018)131.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : First measurement of the CP-violating phase ϕdd¯¯¯s in B s 0 → (K+π−)(K−π+) decays; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP03(2018)140.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Evidence for the Rare Decay Σ+→pμ+μ−; Physical Review Letters. 2018. DOI : 10.1103/PhysRevLett.120.221803.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Evidence for the decay B S 0 → K ¯ ∗ 0 μ + μ −; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP07(2018)020.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Test of lepton flavor universality by the measurement of the B0→D*−τ+ντ branching fraction using three-prong τ decays; Physical Review. 2018. DOI : 10.1103/PhysRevD.97.072013.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : A measurement of the CP asymmetry difference between Λc+ → pK−K+ and pπ−π+ decays; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP03(2018)182.
S. Srinivas; F. Fleuret : Knowledge Transfer with Jacobian Matching. 2018.
A. Katharopoulos; F. Fleuret : Not All Samples Are Created Equal: Deep Learning with Importance Sampling. 2018.
S. Srinivas; F. Fleuret : Knowledge Transfer with Jacobian Matching. 2018. Proceedings of the International Conference on Machine Learning.
S. Srinivas; F. Fleuret : Local Affine Approximations for Improving Knowledge Transfer. 2018.
A. Katharopoulos; F. Fleuret : Not All Samples Are Created Equal: Deep Learning with Importance Sampling. 2018. Proceedings of International Conference on Machine Learning.
T. Chavdarova; F. Fleuret : SGAN: An Alternative Training of Generative Adversarial Networks. 2018. Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition.
T. Chavdarova; P. Baqué; A. Maksai; S. Bouquet; C. Jose et al. : WILDTRACK: A Multi-camera HD Dataset for Dense Unscripted Pedestrian Detection. 2018. Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition.
T. Bagautdinov / P. Fua; F. Fleuret (Dir.) : Variational Methods for Human Modeling. Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8680.
P. B. Baqué / P. Fua; F. Fleuret (Dir.) : Mean-Field methods for Structured Deep-Learning in Computer Vision. Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8677.
P. B. Baqué; E. Remelli; F. Fleuret; P. Fua : Geodesic Convolutional Shape Optimization. 2018. International Conference on Machine Learning (ICML), Stockholm, Sweden, July, 2018.
J. P. Newling / F. Fleuret (Dir.) : Novel Algorithms For Clustering. Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8375.
C. Jose / F. Fleuret (Dir.) : Learning embeddings: efficient algorithms and applications. EPFL, 2018. DOI : 10.5075/epfl-thesis-8348.
S. Tulyakov; A. Ivanov; N. Thomas; V. Roloff; A. Pommerol et al. : Geometric calibration of Colour and Stereo Surface Imaging System of ESA's Trace Gas Orbiter; Advances in Space Research. 2018. DOI : 10.1016/j.asr.2017.10.025.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of CP observables in B-+/- -> DK*(+/-) decays using two- and four-body D final states; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep11(2017)156.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of CP violation in B-0 -> J/psi K-S(0) and B-0 -> psi(2S) K-S(0) decays; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep11(2017)170.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : chi(c1) and chi(c2) Resonance Parameters with the Decays chi(c1,c2) -> J/psi mu(+)mu(-); Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.119.221801.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Updated search for long-lived particles decaying to jet pairs; European Physical Journal C. 2017. DOI : 10.1140/epjc/s10052-017-5178-x.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : First Observation of the Rare Purely Baryonic Decay &ITB&IT0 -> &ITp&IT$(&ITp&IT)over-bar-$; Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.119.232001.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Bose-Einstein correlations of same-sign charged pions in the forward region in pp collisions at root s=7 TeV; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep12(2017)025.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the B-+/- production cross-section in pp collisions at root s=7 and 13 TeV; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep12(2017)026.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the shape of the Lambda(0)(b) ->+ Lambda(+)(c) mu(-)(nu)over-bar mu differential decay rate; Physical Review D. 2017. DOI : 10.1103/PhysRevD.96.112005.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the (sic)(nS) polarizations in pp collisions at root s=7 and 8 TeV; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep12(2017)110.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Prompt and nonprompt J/psi production and nuclear modification in pPb collisions at root s(NN)=8.16 TeV; Physics Letters B. 2017. DOI : 10.1016/j.physletb.2017.09.058.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of B-0, B-s(0), B(+)and lambda(0)(b) production asymmetries in 7 and 8 TeV proton-proton collisions; Physics Letters B. 2017. DOI : 10.1016/j.physletb.2017.09.023.
S. Tulyakov; A. Ivanov; F. Fleuret : Weakly Supervised Learning of Deep Metrics for Stereo Reconstruction. 2017. Proceedings of the IEEE International Conference on Computer Vision.
J. Newling; F. Fleuret : K-Medoids For K-Means Seeding. 2017. Proceedings of the international conference on Neural Information Processing Systems.
A. Maksai; X. Wang; F. Fleuret; P. Fua : Non-Markovian Globally Consistent Multi-Object Tracking. 2017. Proceedings of the IEEE International Conference on Computer Vision.
T. Chavdarova; F. Fleuret : Deep Multi-Camera People Detection. 2017. Proceedings of the IEEE International Conference on Machine Learning and Applications.
P. Baqué; F. Fleuret; P. Fua : Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection. 2017. Proceedings of the IEEE International Conference on Computer Vision.
P. Baqué; F. Fleuret; P. Fua : Multi-Modal Mean-Fields via Cardinality-Based Clamping. 2017. Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition. p. 4303-4312. DOI : 10.1109/Cvpr.2017.458.
S. Abbasi-Sureshjani; B. Dasht Bozorg; B. ter Haar Romeny; F. Fleuret : Exploratory Study on Direct Prediction of Diabetes using Deep Residual Networks. 2017. Proceedings of the thematic conference on computational vision and medical image processing.
S. Abbasi-Sureshjani; B. Dasht Bozorg; B. ter Haar Romeny; F. Fleuret : Boosted Exudate Segmentation in Retinal Images using Residual Nets. 2017. Proceedings of the MICCAI Workshop on Ophthalmic Medical Image Analysis.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the J/psi pair production cross-section in pp collisions at root s = 13 TeV (vol 6, 47, 2017); Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep10(2017)068.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Observation of D-0 meson decays to pi(+) pi(-) mu(+) mu(-) and K+ K- mu(+) mu(-) final states; Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.119.181805.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for Baryon-Number Violating Xi(0)(b) Oscillations; Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.119.181807.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Updated branching fraction measurements of B-(s)(0) -> K(S)(0)h(+)h'(-) decays; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep11(2017)027.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Study of b(b)over-bar correlations in high energy proton-proton collisions; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep11(2017)030.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Observation of the Xi(-)(b) -> J/psi Lambda K- decay; Physics Letters B. 2017. DOI : 10.1016/j.physletb.2017.06.045.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Observation of charmless baryonic decays B-(s)(0) -> p(p)over-barh plus h '(-); Physical Review D. 2017. DOI : 10.1103/PhysRevD.96.051103.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Study of prompt D-0 meson production in pPb collisions at root(NN)-N-s=5 TeV; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep10(2017)090.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Improved limit on the branching fraction of the rare decay K-S(0) -> mu(+)mu(-); The European Physical Journal C. 2017. DOI : 10.1140/epjc/s10052-017-5230-x.
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.
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.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Measurement of the CKM angle gamma using B-+/- -> DK +/- with D -> K-S(0)pi(+)pi(-), (KSK+K-)-K-0 decays; Journal Of High Energy Physics. 2018-08-28. DOI : 10.1007/JHEP08(2018)176.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of forward top pair production in the dilepton channel in pp collisions at root s=13 TeV; Journal Of High Energy Physics. 2018-08-28. DOI : 10.1007/JHEP08(2018)174.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Observation of a New Xi(-)(b) Resonance; Physical Review Letters. 2018-08-15. DOI : 10.1103/PhysRevLett.121.072002.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of CP asymmetries in two-body B-(s)(0)-meson decays to charged pions and kaons; Physical Review D. 2018-08-10. DOI : 10.1103/PhysRevD.98.032004.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Measurement of the Lifetime of the Doubly Charmed Baryon Xi(++)(cc); Physical Review Letters. 2018-07-31. DOI : 10.1103/PhysRevLett.121.052002.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurements of the branching fractions of Lambda(+)(c) -> p pi(-)pi(+), Lambda(+)(c) -> pK(-)K(+), and Lambda(+)(c) -> p pi K--(+); Journal Of High Energy Physics. 2018-03-08. DOI : 10.1007/JHEP03(2018)043.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Updated determination of D-0-(D)over-bar(0) mixing and CP violation parameters with D-0 -> K+ pi(-) decays; Physical Review D. 2018-02-22. DOI : 10.1103/PhysRevD.97.031101.
S. Tulyakov; A. Ivanov; F. Fleuret : Practical Deep Stereo (PDS): Toward applications-friendly deep stereo matching. 2018. Proceedings of the international conference on Neural Information Processing Systems.
C. Jose; M. Cisse; F. Fleuret : Kronecker Recurrent Units. 2018. Proceedings of the International Conference on Machine Learning.
T. Chavdarova; S. Stich; M. Jaggi; F. Fleuret : Stochastic Variance Reduced Gradient Optimization of Generative Adversarial Networks. 2018. International Conference on Machine Learning (ICML) workshop on Theoretical Foundations and Applications of Deep Generative Models.
P. Baqué; E. Remelli; F. Fleuret; P. Fua : Geodesic Convolutional Shape Optimization. 2018. Proceedings of the International Conference on Machine Learning.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for Dark Photons Produced in 13 TeV pp Collisions; Physical Review Letters. 2018. DOI : 10.1103/PhysRevLett.120.061801.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search forBc+decays to two charm mesons; Nuclear Physics. 2018. DOI : 10.1016/j.nuclphysb.2018.03.015.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Observation of the decay Λb0 → ψ(2S)pπ−; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP08(2018)131.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Amplitude Analysis of the Decay B¯0→KS0π+π− and First Observation of the CP Asymmetry in B¯0→K*(892)−π+; Physical Review Letters. 2018. DOI : 10.1103/PhysRevLett.120.261801.
H. Nakano; A. Ishikawa; K. Sumisawa; H. Yamamoto; I. Adachi et al. : Measurements of the absolute branching fractions of B+→Xcc¯K+ and B+→D¯(*)0π+ at Belle; Physical Review. 2018. DOI : 10.1103/PhysRevD.97.012005.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for excited Bc+ states; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP01(2018)138.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of ϒ production in pp collisions at s√=13 TeV; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP07(2018)134.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the Ratio of the B0→D*−τ+ντ and B0→D*−μ+νμ Branching Fractions Using Three-Prong τ -Lepton Decays; Physical Review Letters. 2018. DOI : 10.1103/PhysRevLett.120.171802.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the Ratio of Branching Fractions B(Bc+→J/ψτ+ντ)/B(Bc+→J/ψμ+νμ); Physical Review Letters. 2018. DOI : 10.1103/PhysRevLett.120.121801.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for the lepton-flavour violating decays B(s)0 → e±μ∓; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP03(2018)078.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the inelastic pp cross-section at a centre-of-mass energy of 13 TeV; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP06(2018)100.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the CP asymmetry in B− → Ds−D0 and B− → D−D0 decays; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP05(2018)160.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for the rare decay Λc+→pμ+μ−; Physical Review. 2018. DOI : 10.1103/PhysRevD.97.091101.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of D s ± production asymmetry in pp collisions at s√=7 and 8 TeV; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP08(2018)008.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of CP violation in B0 → D∓π± decays; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP06(2018)084.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Erratum to: Measurement of CP observables in B± → DK*± decays using two- and four-body D final states; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP05(2018)067.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for weakly decaying b -flavored pentaquarks; Physical Review. 2018. DOI : 10.1103/PhysRevD.97.032010.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of CP observables in B ± → D (⁎) K ± and B ± → D (⁎) π ± decays; Physics Letters. 2018. DOI : 10.1016/j.physletb.2017.11.070.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of CP asymmetry in Bs0 → Ds∓K± decays; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP03(2018)059.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of branching fractions of charmless four-body Λb0 and Ξb0 decays; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP02(2018)098.
R. Aaij; B. Adeva; M. Adinolfi; C. Aidala; Z. Ajaltouni et al. : Measurement of Angular and CP Asymmetries in D0→π+π−μ+μ− and D0→K+K−μ+μ− Decays; Physical Review Letters. 2018. DOI : 10.1103/PhysRevLett.121.091801.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Studies of the resonance structure in D0→K∓π±π±π∓ decays; The European Physical Journal. 2018. DOI : 10.1140/epjc/s10052-018-5758-4.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : First observation of B+ → Ds+K+K− decays and a search for B+ → Ds+ϕ decays; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP01(2018)131.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : First measurement of the CP-violating phase ϕdd¯¯¯s in B s 0 → (K+π−)(K−π+) decays; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP03(2018)140.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Evidence for the Rare Decay Σ+→pμ+μ−; Physical Review Letters. 2018. DOI : 10.1103/PhysRevLett.120.221803.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Evidence for the decay B S 0 → K ¯ ∗ 0 μ + μ −; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP07(2018)020.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Test of lepton flavor universality by the measurement of the B0→D*−τ+ντ branching fraction using three-prong τ decays; Physical Review. 2018. DOI : 10.1103/PhysRevD.97.072013.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : A measurement of the CP asymmetry difference between Λc+ → pK−K+ and pπ−π+ decays; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP03(2018)182.
S. Srinivas; F. Fleuret : Knowledge Transfer with Jacobian Matching. 2018.
A. Katharopoulos; F. Fleuret : Not All Samples Are Created Equal: Deep Learning with Importance Sampling. 2018.
S. Srinivas; F. Fleuret : Knowledge Transfer with Jacobian Matching. 2018. Proceedings of the International Conference on Machine Learning.
S. Srinivas; F. Fleuret : Local Affine Approximations for Improving Knowledge Transfer. 2018.
A. Katharopoulos; F. Fleuret : Not All Samples Are Created Equal: Deep Learning with Importance Sampling. 2018. Proceedings of International Conference on Machine Learning.
T. Chavdarova; F. Fleuret : SGAN: An Alternative Training of Generative Adversarial Networks. 2018. Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition.
T. Chavdarova; P. Baqué; A. Maksai; S. Bouquet; C. Jose et al. : WILDTRACK: A Multi-camera HD Dataset for Dense Unscripted Pedestrian Detection. 2018. Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition.
T. Bagautdinov / P. Fua; F. Fleuret (Dir.) : Variational Methods for Human Modeling. Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8680.
P. B. Baqué / P. Fua; F. Fleuret (Dir.) : Mean-Field methods for Structured Deep-Learning in Computer Vision. Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8677.
P. B. Baqué; E. Remelli; F. Fleuret; P. Fua : Geodesic Convolutional Shape Optimization. 2018. International Conference on Machine Learning (ICML), Stockholm, Sweden, July, 2018.
J. P. Newling / F. Fleuret (Dir.) : Novel Algorithms For Clustering. Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8375.
C. Jose / F. Fleuret (Dir.) : Learning embeddings: efficient algorithms and applications. EPFL, 2018. DOI : 10.5075/epfl-thesis-8348.
S. Tulyakov; A. Ivanov; N. Thomas; V. Roloff; A. Pommerol et al. : Geometric calibration of Colour and Stereo Surface Imaging System of ESA's Trace Gas Orbiter; Advances in Space Research. 2018. DOI : 10.1016/j.asr.2017.10.025.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of CP observables in B-+/- -> DK*(+/-) decays using two- and four-body D final states; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep11(2017)156.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of CP violation in B-0 -> J/psi K-S(0) and B-0 -> psi(2S) K-S(0) decays; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep11(2017)170.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : chi(c1) and chi(c2) Resonance Parameters with the Decays chi(c1,c2) -> J/psi mu(+)mu(-); Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.119.221801.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Updated search for long-lived particles decaying to jet pairs; European Physical Journal C. 2017. DOI : 10.1140/epjc/s10052-017-5178-x.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : First Observation of the Rare Purely Baryonic Decay &ITB&IT0 -> &ITp&IT$(&ITp&IT)over-bar-$; Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.119.232001.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Bose-Einstein correlations of same-sign charged pions in the forward region in pp collisions at root s=7 TeV; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep12(2017)025.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the B-+/- production cross-section in pp collisions at root s=7 and 13 TeV; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep12(2017)026.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the shape of the Lambda(0)(b) ->+ Lambda(+)(c) mu(-)(nu)over-bar mu differential decay rate; Physical Review D. 2017. DOI : 10.1103/PhysRevD.96.112005.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the (sic)(nS) polarizations in pp collisions at root s=7 and 8 TeV; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep12(2017)110.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Prompt and nonprompt J/psi production and nuclear modification in pPb collisions at root s(NN)=8.16 TeV; Physics Letters B. 2017. DOI : 10.1016/j.physletb.2017.09.058.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of B-0, B-s(0), B(+)and lambda(0)(b) production asymmetries in 7 and 8 TeV proton-proton collisions; Physics Letters B. 2017. DOI : 10.1016/j.physletb.2017.09.023.
S. Tulyakov; A. Ivanov; F. Fleuret : Weakly Supervised Learning of Deep Metrics for Stereo Reconstruction. 2017. Proceedings of the IEEE International Conference on Computer Vision.
J. Newling; F. Fleuret : K-Medoids For K-Means Seeding. 2017. Proceedings of the international conference on Neural Information Processing Systems.
A. Maksai; X. Wang; F. Fleuret; P. Fua : Non-Markovian Globally Consistent Multi-Object Tracking. 2017. Proceedings of the IEEE International Conference on Computer Vision.
T. Chavdarova; F. Fleuret : Deep Multi-Camera People Detection. 2017. Proceedings of the IEEE International Conference on Machine Learning and Applications.
P. Baqué; F. Fleuret; P. Fua : Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection. 2017. Proceedings of the IEEE International Conference on Computer Vision.
P. Baqué; F. Fleuret; P. Fua : Multi-Modal Mean-Fields via Cardinality-Based Clamping. 2017. Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition. p. 4303-4312. DOI : 10.1109/Cvpr.2017.458.
S. Abbasi-Sureshjani; B. Dasht Bozorg; B. ter Haar Romeny; F. Fleuret : Exploratory Study on Direct Prediction of Diabetes using Deep Residual Networks. 2017. Proceedings of the thematic conference on computational vision and medical image processing.
S. Abbasi-Sureshjani; B. Dasht Bozorg; B. ter Haar Romeny; F. Fleuret : Boosted Exudate Segmentation in Retinal Images using Residual Nets. 2017. Proceedings of the MICCAI Workshop on Ophthalmic Medical Image Analysis.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the J/psi pair production cross-section in pp collisions at root s = 13 TeV (vol 6, 47, 2017); Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep10(2017)068.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Observation of D-0 meson decays to pi(+) pi(-) mu(+) mu(-) and K+ K- mu(+) mu(-) final states; Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.119.181805.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for Baryon-Number Violating Xi(0)(b) Oscillations; Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.119.181807.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Updated branching fraction measurements of B-(s)(0) -> K(S)(0)h(+)h'(-) decays; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep11(2017)027.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Study of b(b)over-bar correlations in high energy proton-proton collisions; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep11(2017)030.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Observation of the Xi(-)(b) -> J/psi Lambda K- decay; Physics Letters B. 2017. DOI : 10.1016/j.physletb.2017.06.045.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Observation of charmless baryonic decays B-(s)(0) -> p(p)over-barh plus h '(-); Physical Review D. 2017. DOI : 10.1103/PhysRevD.96.051103.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Study of prompt D-0 meson production in pPb collisions at root(NN)-N-s=5 TeV; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep10(2017)090.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Improved limit on the branching fraction of the rare decay K-S(0) -> mu(+)mu(-); The European Physical Journal C. 2017. DOI : 10.1140/epjc/s10052-017-5230-x.
Teaching & PhD
Teaching
- Computer Science,
- Communication Systems
PhD Programs
- Doctoral Program in Electrical Engineering
- Doctoral program in computer and communication sciences
PhD Students
Chavdarova Tatjana
Courdier Evann Pierre Guy
Gliosca Quentin Gianni
Janbakhshi Parvaneh
Kabil Selen Hande
Katharopoulos Angelos
Marelli Francois Thierry M
Shajkofci Adrian
Sivaprasad Prabhu Teja
Srinivas Suraj
Tulyakov Stepan
Vyas Apoorv
Bagautdinov Timur ...
Baqué Pierre Bruno ...
Ben Shitrit Horesh Beny ...
Berclaz Jérôme ...
Canévet Olivier ...
Dubout Charles ...
González Serrano Germán ...
Jose Cijo ...
Lefakis Leonidas ...
Newling James Peter ...
Suditu Nicolae ...
Courdier Evann Pierre Guy
Gliosca Quentin Gianni
Janbakhshi Parvaneh
Kabil Selen Hande
Katharopoulos Angelos
Marelli Francois Thierry M
Shajkofci Adrian
Sivaprasad Prabhu Teja
Srinivas Suraj
Tulyakov Stepan
Vyas Apoorv
Past PhD Students
Ali Karim ...Bagautdinov Timur ...
Baqué Pierre Bruno ...
Ben Shitrit Horesh Beny ...
Berclaz Jérôme ...
Canévet Olivier ...
Dubout Charles ...
González Serrano Germán ...
Jose Cijo ...
Lefakis Leonidas ...
Newling James Peter ...
Suditu Nicolae ...
Courses
Deep learning
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.