Recherche
La recherche joue un rôle majeur dans le domaine du Machine Learning. Avec des publications de premier ordre chaque année, l’EPFL jouit d’une excellente réputation.

A. Goujon; A. Etemadi; M. Unser
Journal of Computational and Applied Mathematics. 2024. Vol. 441, p. 115667. DOI : 10.1016/j.cam.2023.115667.S. Baghersalimi; A. Amirshahi; T. Teijeiro; A. Aminifar; D. Atienza Alonso
2023-10-09. IEEE-EMBS International Conference on Body Sensor Networks: Sensors and Systems for Digital Health (IEEE BSN) 2023, Cambridge, MA, US, October 9-11, 2023.H. Kebiri; A. Gholipour; R. Lin; L. Vasung; D. Karimi et al.
2023-10-01. Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, Vancouver, Canada, October 8-12, 2023. p. 293-303. DOI : 10.1007/978-3-031-43990-2_28.M. Rida; Mohamed Abdelfattah; Alexandre Alahi; Dolaana Khovalyg
Building and Environment. 2023-09-26. Vol. 245, num. 110850. DOI : 10.1016/j.buildenv.2023.110850.M. Motta; E. C. Groves; A. R. Schneider; S. Paoletti; N. Henchoz et al.
PLOS Digital Health. 2023-09-15. DOI : 10.1371/journal.pdig.0000319.L. Biggio; T. Bendinelli; C. Kulkarni; O. Fink
Applied Energy. 2023-09-15. Vol. 346, p. 121229. DOI : 10.1016/j.apenergy.2023.121229.N. Kotluk; R. Tormey; R. Germanier; A. Darioly
2023-09-11. 2023 SEFI Annual Conference, Dublin, Ireland, September 11-14, 2023, 2023-09-11.S. Strebel; N. Monnier; D. Lazzarotto; M. Testolina; T. Ebrahimi
2023-08-21. Applications of Digital Image Processing XLVI, San Diego, USA, August 21-23, 2023. p. 126740V. DOI : 10.1117/12.2677356.J. Hermann; J. Spencer; K. Choo; A. Mezzacapo; W. M. C. Foulkes et al.
Nature Reviews Chemistry. 2023-08-09. DOI : 10.1038/s41570-023-00516-8.W. Yu; C. Yang; C. McGreavy; E. Triantafyllidis; G. Bellegarda et al.
Nature Machine Intelligence. 2023-08-01. Vol. 5, num. 8, p. 919-+. DOI : 10.1038/s42256-023-00701-w.S. Romeni; E. Losanno; E. Koert; L. Pierantoni; I. Delgado-Martinez et al.
Journal Of Neural Engineering. 2023-08-01. Vol. 20, num. 4, p. 046001. DOI : 10.1088/1741-2552/ace219.L. Biggio; G. Vernardos; A. Galan; A. Peel; F. Courbin
Astronomy & Astrophysics. 2023-07-11. Vol. 675, p. A125. DOI : 10.1051/0004-6361/202245126.Z. Wei; B. Guillard; P. Fua; V. Chapin; M. Bauerheim
Aiaa Journal. 2023-06-23. DOI : 10.2514/1.J062533.T. Soares De Carvalho Feith; M. Testolina; T. Ebrahimi
2023-06-07. Real-time Processing of Image, Depth and Video Information 2023, Prague, Czech Republic, 24-28 April 2023. DOI : 10.1117/12.2666000.J. Heitmann; A. Glangetas; J. Doenz; J. N. Dervaux; D. Shama et al.
Npj Digital Medicine. 2023-06-02. Vol. 6, num. 1, p. 104. DOI : 10.1038/s41746-023-00838-3.J. N. Siebert; M-A. Hartley; D. S. Courvoisier; M. Salamin; L. Robotham et al.
Bmc Pulmonary Medicine. 2023-06-02. Vol. 23, num. 1, p. 191. DOI : 10.1186/s12890-022-02255-w.B. G. Pantoja-Rosero; R. Achanta; K. Beyer
Automation In Construction. 2023-06-01. Vol. 150, p. 104842. DOI : 10.1016/j.autcon.2023.104842.Y. Jiang; C. Liu; Z. Huang; M. Salzmann; S. Süsstrunk
2023-06-01. 40th International Conference on Machine Learning (ICML 2023), Honolulu, Hawaii, USA, July 23-29, 2023.K. J. Sandbrink; P. Mamidanna; C. Michaelis; M. Bethge; M. W. Mathis et al.
Elife. 2023-05-31. Vol. 12, p. e81499. DOI : 10.7554/eLife.81499.D. Milardovich; V. H. Souza; I. Zubarev; S. Tugin; J. O. Nieminen et al.
Scientific Reports. 2023-05-22. Vol. 13, num. 1, p. 8225. DOI : 10.1038/s41598-023-34801-9.S. L. Durr; A. Levy; U. Rothlisberger
Nature Communications. 2023-05-11. Vol. 14, num. 1, p. 2713. DOI : 10.1038/s41467-023-37870-6.M. Forouzesh; H. Sedghi; P. Thiran
2023-05-01. 11th International Conference on Learning Representations (ICLR 2023), Kigali, Rwanda, May 1-5, 2023.S. Kim; S. Kim; D. Min; P. Frossard; K. Sohn
Ieee Transactions On Pattern Analysis And Machine Intelligence. 2023-05-01. Vol. 45, num. 5, p. 6372-6385. DOI : 10.1109/TPAMI.2022.3207286.R. Aylwin; F. Henriquez; C. Schwab
Journal Of Scientific Computing. 2023-05-01. Vol. 95, num. 2, p. 41. DOI : 10.1007/s10915-023-02120-w.P. Gainza Cirauqui; S. Wehrle; A. K. Van Hall-Beauvais; A. Marchand; A. Scheck et al.
Nature. 2023-04-26. Vol. 617, num. 7959, p. 176-184. DOI : 10.1038/s41586-023-05993-x.P. Moutzouri; M. Cordova; B. S. de Almeida; D. Torodii; L. Emsley
Angewandte Chemie-International Edition. 2023-04-18. DOI : 10.1002/anie.202301963.R. Girod; T. Lazaridis; H. A. Gasteiger; V. Tileli
Nature Catalysis. 2023-04-17. DOI : 10.1038/s41929-023-00947-y.P. Rokhforoz; M. Montazeri; O. Fink
Expert Systems With Applications. 2023-04-13. Vol. 225, p. 120010. DOI : 10.1016/j.eswa.2023.120010.S. S. Nair; V. R. Muddapu; C. Vigneswaran; P. P. Balasubramani; D. S. Ramanathan et al.
Scientific Reports. 2023-04-12. Vol. 13, num. 1, p. 5928. DOI : 10.1038/s41598-023-32234-y.H. Tabealhojeh; P. Adibi; H. Karshenas; S. K. Roy; M. Harandi
Pattern Recognition. 2023-04-12. Vol. 140, p. 109563. DOI : 10.1016/j.patcog.2023.109563.D. De Luca; S. Moccia; L. Lupori; R. Mazziotti; T. Pizzorusso et al.
Journal Of Neural Engineering. 2023-04-01. Vol. 20, num. 2, p. 026031. DOI : 10.1088/1741-2552/acc2e7.K. Lis; S. Honari; P. Fua; M. Salzmann
Ieee Robotics And Automation Letters. 2023-04-01. Vol. 8, num. 4, p. 2150-2157. DOI : 10.1109/LRA.2023.3245410.A. Tykhonov; A. Kotenko; P. Coppin; M. Deliyergiyev; D. Droz et al.
Astroparticle Physics. 2023-04-01. Vol. 146, p. 102795. DOI : 10.1016/j.astropartphys.2022.102795.C. Beckham; M. Weiss; F. Golemo; S. Honari; D. Nowrouzezahrai et al.
Pattern Recognition. 2023-04-01. Vol. 136, p. 109209. DOI : 10.1016/j.patcog.2022.109209.L. Burgy; M. Weigert; G. Hatzopoulos; M. Minder; A. Journe et al.
Bmc Bioinformatics. 2023-03-28. Vol. 24, num. 1, p. 120. DOI : 10.1186/s12859-023-05214-2.L. Cabayol; M. Eriksen; J. Carretero; R. Casas; F. J. Castander et al.
Astronomy & Astrophysics. 2023-03-21. Vol. 671, p. A153. DOI : 10.1051/0004-6361/202245027.A. Humphrey; L. Bisigello; P. A. C. Cunha; M. Bolzonella; S. Fotopoulou et al.
Astronomy & Astrophysics. 2023-03-14. Vol. 671, p. A99. DOI : 10.1051/0004-6361/202244307.F. Durazzi; F. Pichard; D. Remondini; M. Salathe
Frontiers In Public Health. 2023-02-23. Vol. 10, p. 1069931. DOI : 10.3389/fpubh.2022.1069931.A-C. Billault-Roux; G. Ghiggi; L. Jaffeux; A. Martini; N. Viltard et al.
Atmospheric Measurement Techniques. 2023-02-21. Vol. 16, num. 4, p. 911-940. DOI : 10.5194/amt-16-911-2023.I. Havinga; D. Marcos; P. Bogaart; D. Massimino; L. Hein et al.
People and Nature. 2023-02-19. Vol. 5, num. 3, p. 981-998. DOI : 10.1002/pan3.10466.G. Michau; G. M. Frusque; O. Fink
Proceedings of the National Academy of Sciences. 2023-02-18. Vol. 119, num. 8, p. e2106598119. DOI : 10.1073/pnas.2106598119.A. Khan; N. Brouwer; A. Blank; F. Mueller; D. Soldini et al.
Modern Pathology. 2023-02-17. Vol. 36, num. 5, p. 100118. DOI : 10.1016/j.modpat.2023.100118.L. Bisigello; C. J. Conselice; M. Baes; M. Bolzonella; M. Brescia et al.
Monthly Notices Of The Royal Astronomical Society. 2023-02-15. Vol. 520, num. 3, p. 3529-3548. DOI : 10.1093/mnras/stac3810.F. Rocha; S. Deparis; P. Antolin; A. Buffa
Journal of Computational Physics. 2023-02-14. Vol. 479, p. 111996. DOI : 10.1016/j.jcp.2023.111996.S. Israilov; L. Fu; J. Sanchez-Rodriguez; F. Fusco; G. Allibert et al.
Plos One. 2023-02-13. Vol. 18, num. 2, p. e0280071. DOI : 10.1371/journal.pone.0280071.A. Rodriguez; C. Lin; H. Yang; M. Al-Fahdi; C. Shen et al.
Npj Computational Materials. 2023-02-06. Vol. 9, num. 1, p. 20. DOI : 10.1038/s41524-023-00974-0.D. Sgarbossa; U. Lupo; A-F. Bitbol
Elife. 2023-02-03. Vol. 12, p. e79854. DOI : 10.7554/eLife.79854.N. Mallya; P. B. Baqué; P. Yvernay; A. Pozzetti; P. Fua et al.
ASME Journal of Heat and Mass Transfer. 2023-02-03. Vol. 145, num. 5, p. 052902. DOI : 10.1115/1.4056663.E. Sibilano; A. Brunetti; D. Buongiorno; M. Lassi; A. Grippo et al.
Journal Of Neural Engineering. 2023-02-01. Vol. 20, num. 1, p. 016048. DOI : 10.1088/1741-2552/acb96e.M. Rußwurm; N. Courty; R. Emonet; S. Lefèvre; D. Tuia et al.
ISPRS Journal of Photogrammetry and Remote Sensing. 2023-01-25. Vol. 196, p. 445-456. DOI : 10.1016/j.isprsjprs.2022.12.016.A. Levering; D. Marcos; J. van Vliet; D. Tuia
Remote Sensing of Environment. 2023-01-25. Vol. 287, p. 113454. DOI : 10.1016/j.rse.2023.113454.M. Arias Chao; C. kulkarni; K. Goebel; O. Fink
Reliability Engineering & System Safety. 2023-01-22. Vol. 217, p. 107961. DOI : 10.1016/j.ress.2021.107961.M. C. Liverani; S. Loukas; L. Gui; M-P. Pittet; M. Pereira et al.
Brain And Behavior. 2023-01-14. DOI : 10.1002/brb3.2818.M. Cordova; P. Moutzouri; B. S. de Almeida; D. Torodii; L. Emsley
Angewandte Chemie-International Edition. 2023-01-13. Vol. 62, num. 8, p. e202216607. DOI : 10.1002/anie.202216607.M. Knott; F. Perez-Cruz; T. Defraeye
Journal Of Food Engineering. 2023-01-12. Vol. 345, p. 111401. DOI : 10.1016/j.jfoodeng.2022.111401.L. D. Natale; Y. Lian; E. Maddalena; J. Shi; C. N. Jones
2023-01-10. 2022 IEEE 61st Conference on Decision and Control (CDC). DOI : 10.1109/CDC51059.2022.9992445.Y. Wen; C. Zhou; L. Chen; Y. Deng; M. Cleusix et al.
Frontiers In Psychiatry. 2023-01-10. Vol. 13, p. 1075564. DOI : 10.3389/fpsyt.2022.1075564.P. Rokhforoz; M. Montazeri; O. Fink
Reliability Engineering & System Safety. 2023-01-10. Vol. 232, p. 109081. DOI : 10.1016/j.ress.2022.109081.S. Puntener; P. Rivera-Fuentes
Journal Of The American Chemical Society. 2023-01-05. DOI : 10.1021/jacs.2c12561.A. Stanojevic / W. Gerstner; S. A. Wozniak (Dir.)
Lausanne, EPFL, 2023.G. Ortiz Jimenez / P. Frossard (Dir.)
Lausanne, EPFL, 2023.B. A. R. Guillard / P. Fua (Dir.)
Lausanne, EPFL, 2023.E. Özelçi; E. Etesami; L. A. Rohde; A. C. Oates; S. Sakar
IEEE Robotics and Automation Letters. 2023. p. 1-8. DOI : 10.1109/LRA.2023.3333690.V. Papaspyros / F. Mondada (Dir.)
Lausanne, EPFL, 2023.A. Ecker / H. Markram; M. Reimann (Dir.)
Lausanne, EPFL, 2023.N. Pekçokgüler / A. P. Burg; C. Dehollain (Dir.)
Lausanne, EPFL, 2023.L. Petrini / M. Wyart (Dir.)
Lausanne, EPFL, 2023.L. F. Krapp / M. Dal Peraro (Dir.)
Lausanne, EPFL, 2023.L. Barbed; J. Montiel; P. Fua; A. Murillo
2023. 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023), Vancouver, BC, Canada, October 8–12, 2023. p. 583–593. DOI : 10.1007/978-3-031-43907-0_56.O. Glamočanin; S. Shrivastava; J. Yao; N. Ardo; M. Payer et al.
Journal of Hardware and Systems Security. 2023. DOI : 10.1007/s41635-023-00135-1.S. Baghersalimi; T. Teijeiro; A. Aminifar; D. Atienza Alonso
IEEE Transactions on Mobile Computing. 2023.O. M. A. Miralles / A. C. Davison; V. Panaretos (Dir.)
Lausanne, EPFL, 2023.F. Ponzina / D. Atienza Alonso (Dir.)
Lausanne, EPFL, 2023.Z. Zhu; F. Liu; G. Chrysos; F. Locatello; V. Cevher
2023. 40th International Conference on Machine Learning (ICML), Honolulu, Hawaii, USA, July, 23-29, 2023.C. Karmann; B. Aydemir; K. Chamilothori; S. Kim; S. Süsstrunk et al.
Journal of Environmental Psychology. 2023. Vol. 92, p. 102110. DOI : 10.1016/j.jenvp.2023.102110.A. Gosztolai; R. L. Peach; A. Arnaudon; M. Barahona; P. Vandergheynst
arXiv. 2023. DOI : 10.48550/arxiv.2304.03376.A. Goujon; S. Neumayer; P. Bohra; S. Ducotterd; M. Unser
IEEE Transactions on Computational Imaging. 2023. Vol. 9, p. 781-795. DOI : 10.1109/TCI.2023.3306100.A. Saba Shirvan / D. Psaltis (Dir.)
Lausanne, EPFL, 2023.G. Ganeeva / C. Hébert; E. Oveisi (Dir.)
Lausanne, EPFL, 2023.E. Beanato / F. C. Hummel (Dir.)
Lausanne, EPFL, 2023.I. Kang; Y. Jiang; M. Holler; M. Guizar Sicairos; A. F. J. Levi et al.
Optica. 2023. Vol. 10, num. 8, p. 1000-1008. DOI : 10.1364/OPTICA.492666.