François Gaston Ged

François Gaston Ged

École Polytechnique Fédérale de Lausanne - Lausanne / Switzerland
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 5669953
Eidgenössische Technische Hochschule Lausanne
person_outline François Gaston Ged's MOST POPULAR ARTICLES
1-) Geometry of the loss landscape in overparameterized neural networks: Symmetries and invariancesB Simsek, F Ged, A Jacot, F Spadaro, C Hongler, W Gerstner, J BreaInternational Conference on Machine Learning, 9722-9732, 2021882021
2-) Saddle-to-saddle dynamics in deep linear networks: Small initialization training, symmetry, and sparsityA Jacot, F Ged, B Şimşek, C Hongler, F GabrielarXiv preprint arXiv:2106.15933, 2021472021
3-) Deep linear networks dynamics: Low-rank biases induced by initialization scale and l2 regularizationA Jacot, F Ged, F Gabriel, B Simsek, C HonglerarXiv preprint arXiv:2106.15933 3, 2021162021
4-) Profile of a self-similar growth-fragmentationFG Ged92019
5-) Freeze and chaos: Ntk views on dnn normalization, checkerboard and boundary artifactsA Jacot, F Gabriel, F Ged, C HonglerMathematical and Scientific Machine Learning, 257-270, 202272022