François Ged

According to our database, François Ged authored at least 5 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

The Loss Landscape of Shallow ReLU-like Neural Networks: Stationary Points, Saddle Escaping, and Network Embedding.

Zhengqing Wu, Berfin Simsek, François Ged

CoRR, 2024

2023

Matryoshka Policy Gradient for Entropy-Regularized RL: Convergence and Global Optimality.

François Ged, Maria Han Veiga

CoRR, 2023

2022

Freeze and Chaos: NTK views on DNN Normalization, Checkerboard and Boundary Artifacts.

Arthur Jacot, Franck Gabriel, François Ged, Clément Hongler

Proceedings of the Mathematical and Scientific Machine Learning, 2022

2021

Deep Linear Networks Dynamics: Low-Rank Biases Induced by Initialization Scale and L2 Regularization.

Arthur Jacot, François Ged, Franck Gabriel, Berfin Simsek, Clément Hongler

CoRR, 2021

Geometry of the Loss Landscape in Overparameterized Neural Networks: Symmetries and Invariances.

Berfin Simsek, François Ged, Arthur Jacot, Francesco Spadaro, Clément Hongler, Wulfram Gerstner, Johanni Brea

Proceedings of the 38th International Conference on Machine Learning, 2021