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14
Apr
ResNets of All Shapes and Sizes: Quantitative Large-Scale Theory of Training Dynamics
Louis-Pierre CHAINTRON (École Polytechnique Fédérale de Lausanne)
We study the convergence of the training dynamics of residual neural networks (ResNets) towards their joint infinite depth–width limit. We focus on ResNets with two-layer [...]
14
Apr
