Yunwen Lei

11

Papers

10

Total Citations

Papers (11)

Optimizing ADMM and Over-Relaxed ADMM Parameters for Linear Quadratic Problems

Generalization Analysis for Deep Contrastive Representation Learning

Stability-based Generalization Analysis of Randomized Coordinate Descent for Pairwise Learning

Sharper Generalization Bounds for Pairwise Learning

Simple Stochastic and Online Gradient Descent Algorithms for Pairwise Learning

NeurIPS 2021arXiv

Generalization Guarantee of SGD for Pairwise Learning

Fine-grained Generalization Analysis of Inductive Matrix Completion

A Communication-Efficient Distributed Gradient Clipping Algorithm for Training Deep Neural Networks

NeurIPS 2022arXiv

Stability and Generalization for Markov Chain Stochastic Gradient Methods

NeurIPS 2022arXiv

Stability and Generalization Analysis of Gradient Methods for Shallow Neural Networks

NeurIPS 2022arXiv

Toward Better PAC-Bayes Bounds for Uniformly Stable Algorithms