Chaoyue Liu

6

Papers

16

Total Citations

Papers (6)

Quadratic models for understanding catapult dynamics of neural networks

Catapults in SGD: spikes in the training loss and their impact on generalization through feature learning

Clustering with Bregman Divergences: an Asymptotic Analysis

On the linearity of large non-linear models: when and why the tangent kernel is constant

Transition to Linearity of General Neural Networks with Directed Acyclic Graph Architecture

Aiming towards the minimizers: fast convergence of SGD for overparametrized problems