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cs.LG2026
Infinite ResNets are Gaussian Mean ODEs
Louis-Pierre Chaintron, Lénaïc Chizat, Javier Maass
Understanding the training dynamics of deep neural networks in large-scale limits is a question both of foundational and of practical importance. Prior works have obtained such des…
cs.LG2024★ 1 cited
Annealed Sinkhorn for Optimal Transport: convergence, regularization path and debiasing
Lénaïc Chizat
Sinkhorn's algorithm is a method of choice to solve large-scale optimal transport (OT) problems. In this context, it involves an inverse temperature parameter that determines t…