Asynchronous Stochastic Gradient Descent for Extreme-Scale Recommender Systems. - Lewis Liu; Kun Zhao (AAAI, 2021)

Generalization of Quasi-Newton Methods: Application to Robust Symmetric Multisecant Updates. - Damien Scieur; Lewis Liu; Thomas Pumir; Nicolas Boumal (AISTATS, 2021)

Affine Invariant Analysis of Frank-Wolfe on Strongly Convex Sets. - Thomas Kerdreux; Lewis Liu; Simon Lacoste-Julien; Damien Scieur (ICML, 2021)

Infinite-Dimensional Optimization for Zero-Sum Games via Variational Transport. - Lewis Liu; Yufeng Zhang 007; Zhuoran Yang; Reza Babanezhad 001; Zhaoran Wang 001 (ICML, 2021)

Spectrum Truncation Power Iteration for Agnostic Matrix Phase Retrieval. - Lewis Liu; Songtao Lu; Tuo Zhao; Zhaoran Wang 001 (IEEE Trans. Signal Process., 2021)