research
∙
03/16/2023
Gradient flow on extensive-rank positive semi-definite matrix denoising
In this work, we present a new approach to analyze the gradient flow for...
share
research
∙
12/13/2022
Gradient flow in the gaussian covariate model: exact solution of learning curves and multiple descent structures
A recent line of work has shown remarkable behaviors of the generalizati...
research
∙
10/22/2021
Model, sample, and epoch-wise descents: exact solution of gradient flow in the random feature model
Recent evidence has shown the existence of a so-called double-descent an...
research
∙
05/25/2021