Overview of adaptive stochastic optimization methods

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

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

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

Pre-training and the lasso

TBD

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

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

TBD

On Consistency of Signature Using Lasso