Generalization and Equilibrium in Generative Adversarial Nets (GANs). - Sanjeev Arora; Rong Ge 001; Yingyu Liang; Tengyu Ma 001; Yi Zhang 074 (ICML, 2017)

Do GANs actually learn the distribution? An empirical study. - Sanjeev Arora; Yi Zhang 074 (CoRR, 2017)

Theoretical limitations of Encoder-Decoder GAN architectures. - Sanjeev Arora; Andrej Risteski; Yi Zhang 074 (CoRR, 2017)

Towards Provable Control for Unknown Linear Dynamical Systems. - Sanjeev Arora; Elad Hazan; Holden Lee; Karan Singh; Cyril Zhang; Yi Zhang 074 (ICLR (Workshop), 2018)

Do GANs learn the distribution? Some Theory and Empirics. - Sanjeev Arora; Andrej Risteski; Yi Zhang 074 (ICLR (Poster), 2018)

Stronger Generalization Bounds for Deep Nets via a Compression Approach. - Sanjeev Arora; Rong Ge 001; Behnam Neyshabur; Yi Zhang 074 (ICML, 2018)

Spectral Filtering for General Linear Dynamical Systems. - Elad Hazan; Holden Lee; Karan Singh; Cyril Zhang; Yi Zhang 074 (NeurIPS, 2018)

The Case for Full-Matrix Adaptive Regularization. - Naman Agarwal; Brian Bullins; Xinyi Chen 001; Elad Hazan; Karan Singh; Cyril Zhang; Yi Zhang 074 (CoRR, 2018)

Efficient Full-Matrix Adaptive Regularization. - Naman Agarwal; Brian Bullins; Xinyi Chen 001; Elad Hazan; Karan Singh; Cyril Zhang; Yi Zhang 074 (ICML, 2019)

Explaining Landscape Connectivity of Low-cost Solutions for Multilayer Nets. - Rohith Kuditipudi; Xiang Wang 011; Holden Lee; Yi Zhang 074; Zhiyuan Li 005; Wei Hu 014; Rong Ge 001; Sanjeev Arora (NeurIPS, 2019)

Extreme Tensoring for Low-Memory Preconditioning. - Xinyi Chen 001; Naman Agarwal; Elad Hazan; Cyril Zhang; Yi Zhang 074 (ICLR, 2020)

A Sample Complexity Separation between Non-Convex and Convex Meta-Learning. - Nikunj Saunshi; Yi Zhang 074; Mikhail Khodak; Sanjeev Arora (ICML, 2020)

Over-parameterized Adversarial Training: An Analysis Overcoming the Curse of Dimensionality. - Yi Zhang 074; Orestis Plevrakis; Simon S. Du; Xingguo Li; Zhao Song 002; Sanjeev Arora (NeurIPS, 2020)

Why Are Convolutional Nets More Sample-Efficient than Fully-Connected Nets? - Zhiyuan Li 005; Yi Zhang 074; Sanjeev Arora (ICLR, 2021)

Rip van Winkle's Razor: A Simple Estimate of Overfit to Test Data. - Sanjeev Arora; Yi Zhang 074 (CoRR, 2021)

On Predicting Generalization using GANs. - Yi Zhang 074; Arushi Gupta; Nikunj Saunshi; Sanjeev Arora (ICLR, 2022)