On Consistency of Signature Using Lasso

TBD

Flat Minima and Generalization in Deep Learning: from Matrix Sensing to Neural Nets

Data Science, Statistics, and Health with a focus on Statistical Learning and Sparsity and applications to biomedicine

TBD

Pre-training and the lasso

Quantitative convergence for mean field control with common noise and degenerate idiosyncratic noise

Provably Accelerating Convergence of Diffusion Models via Stochastic Runge-Kutta Method

Confinement of Unimodal Probability Distributions and an FKG-Gaussian Correlation Inequality

TBD