Ged, François

1. Geometry of the Loss Landscape in Overparameterized Neural Networks: Symmetries and Invariances
   2021/05/25 by Şimşek, Berfin, Ged, François, Jacot, Arthur +4 · 9 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Saddle-to-Saddle Dynamics in Deep Linear Networks: Small Initialization Training, Symmetry, and Sparsity
   2021/06/30 by Arthur Paul Jacot, François Gaston Ged, Jacot, Arthur +7 · 6 citations
   Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Quantum chaos and dynamical systems #Statistical Mechanics and Entropy #stochastic dynamics and bifurcation
3. Order and Chaos: NTK views on DNN Normalization, Checkerboard and Boundary Artifacts
   2019/07/11 by Arthur Paul Jacot, Franck Gabriel, Jacot, Arthur +5 · 4 citations
   Computer Science · #Parallel Computing and Optimization Techniques #Generative Adversarial Networks and Image Synthesis #Stochastic Gradient Optimization Techniques