New preprint “Abide by the Law and Follow the Flow: Conservation Laws for Gradient Flows” by @SibylleMarcotte, @RemiGribonval and @GabrielPeyre
We define and study “conservation laws” for the optimization of over-parameterized models. https://arxiv.org/abs/2307.00144