| Current teams : | ACASA ALMASTY ALSOC APR BD CIAN ComplexNetworks DECISION DELYS LFI MOCAH MoVe NPA PEQUAN PolSys QI RO SMA SYEL |
| Former team : | Phare |
| Publications MLIA | 2017 | 2018 | 2019 | 2020 | 2021 | Total |
|---|---|---|---|---|---|---|
| Books | 0 | 0 | 0 | 0 | 0 | 0 |
| Edited books | 0 | 2 | 2 | 0 | 0 | 4 |
| Journal articles | 4 | 12 | 10 | 6 | 6 | 38 |
| Book chapters | 0 | 0 | 0 | 0 | 0 | 0 |
| Conference papers | 23 | 33 | 43 | 26 | 40 | 165 |
| Habilitations | 0 | 0 | 0 | 1 | 1 | 2 |
| Theses | 7 | 4 | 9 | 9 | 5 | 34 |
- M. Andreux, T. Angles, G. Exarchakis, R. Leonarduzzi, G. Rochette, L. Thiry, J. Zarka, S. Mallat, J. Andén, E. Belilovsky, J. Bruna, V. Lostanlen, Matthew J. Hirn, E. Oyallon, S. Zhang, C. Cella, M. Eickenberg : “Kymatio: Scattering Transforms in Python”, Journal of Machine Learning Research, vol. 21 (60), pp. 1-6, (Microtome Publishing) [Andreux 2020]
- Y. Chen, A. Dapogny, M. Cord : “SEMEDA: Enhancing Segmentation Precision with Semantic Edge Aware Loss”, Pattern Recognition, vol. 108, pp. 107557, (Elsevier) [Chen 2020]
- V. Grari, B. Ruf, S. Lamprier, M. Detyniecki : “Achieving Fairness with Decision Trees: An Adversarial Approach”, Data Science and Engineering, vol. 5 (2), pp. 99-110, (Springer) [Grari 2020a]
- N. Miolane, N. Guigui, A. Le Brigant, J. Mathe, B. Hou, Y. Thanwerdas, S. Heyder, O. Peltre, N. Koep, H. Zaatiti, H. Hajri, Y. Cabanes, Th. Gerald, P. Chauchat, Ch. Shewmake, D. Brooks, B. Kainz, C. Donnat, S. Holmes, X. Pennec : “Geomstats: A Python Package for Riemannian Geometry in Machine Learning”, Journal of Machine Learning Research, vol. 21 (223), pp. 1-9, (Microtome Publishing) [Miolane 2020a]
- E. Moschos, A. Stegner, O. Schwander, P. Gallinari : “Classification of Eddy Sea Surface Temperature Signatures Under Cloud Coverage”, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 13, pp. 3437-3447, (IEEE) [Moschos 2020a]
- Th. Tran, Ah. Douzal‑Chouakria, S. Varasteh Yazdi, P. Honeine, P. Gallinari : “Interpretable time series kernel analytics by pre-image estimation”, Artificial Intelligence, vol. 286, pp. 103342, (Elsevier) [Tran 2020]