François Ged

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Global Optimality

Stationary Points

Multilayer Perceptron

Top Venues

Publications

Zhengqing Wu, Berfin Simsek, François Ged
The Loss Landscape of Shallow ReLU-like Neural Networks: Stationary Points, Saddle Escaping, and Network Embedding. CoRR (2024)
François Ged, Maria Han Veiga
Matryoshka Policy Gradient for Entropy-Regularized RL: Convergence and Global Optimality. CoRR (2023)
Arthur Jacot, Franck Gabriel, François Ged, Clément Hongler
Freeze and Chaos: NTK views on DNN Normalization, Checkerboard and Boundary Artifacts. MSML (2022)
Arthur Jacot, François Ged, Franck Gabriel, Berfin Simsek, Clément Hongler
Deep Linear Networks Dynamics: Low-Rank Biases Induced by Initialization Scale and L2 Regularization. CoRR (2021)
Berfin Simsek, François Ged, Arthur Jacot, Francesco Spadaro, Clément Hongler, Wulfram Gerstner, Johanni Brea
Geometry of the Loss Landscape in Overparameterized Neural Networks: Symmetries and Invariances. CoRR (2021)
Berfin Simsek, François Ged, Arthur Jacot, Francesco Spadaro, Clément Hongler, Wulfram Gerstner, Johanni Brea
Geometry of the Loss Landscape in Overparameterized Neural Networks: Symmetries and Invariances. ICML (2021)