Yi Zhang

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 18

Top Topics

Sample Complexity

Dynamical Systems

Top Venues

Publications

Yi Zhang, Arushi Gupta, Nikunj Saunshi, Sanjeev Arora
On Predicting Generalization using GANs. ICLR (2022)
Sanjeev Arora, Yi Zhang
Rip van Winkle's Razor: A Simple Estimate of Overfit to Test Data. CoRR (2021)
Zhiyuan Li, Yi Zhang, Sanjeev Arora
Why Are Convolutional Nets More Sample-Efficient than Fully-Connected Nets? ICLR (2021)
Zhiyuan Li, Yi Zhang, Sanjeev Arora
Why Are Convolutional Nets More Sample-Efficient than Fully-Connected Nets? CoRR (2020)
Nikunj Saunshi, Yi Zhang, Mikhail Khodak, Sanjeev Arora
A Sample Complexity Separation between Non-Convex and Convex Meta-Learning. ICML (2020)
Yi Zhang, Orestis Plevrakis, Simon S. Du, Xingguo Li, Zhao Song, Sanjeev Arora
Over-parameterized Adversarial Training: An Analysis Overcoming the Curse of Dimensionality. NeurIPS (2020)
Yi Zhang, Orestis Plevrakis, Simon S. Du, Xingguo Li, Zhao Song, Sanjeev Arora
Over-parameterized Adversarial Training: An Analysis Overcoming the Curse of Dimensionality. CoRR (2020)
Nikunj Saunshi, Yi Zhang, Mikhail Khodak, Sanjeev Arora
A Sample Complexity Separation between Non-Convex and Convex Meta-Learning. CoRR (2020)
Rohith Kuditipudi, Xiang Wang, Holden Lee, Yi Zhang, Zhiyuan Li, Wei Hu, Sanjeev Arora, Rong Ge
Explaining Landscape Connectivity of Low-cost Solutions for Multilayer Nets. CoRR (2019)
Rohith Kuditipudi, Xiang Wang, Holden Lee, Yi Zhang, Zhiyuan Li, Wei Hu, Rong Ge, Sanjeev Arora
Explaining Landscape Connectivity of Low-cost Solutions for Multilayer Nets. NeurIPS (2019)
Sanjeev Arora, Rong Ge, Behnam Neyshabur, Yi Zhang
Stronger Generalization Bounds for Deep Nets via a Compression Approach. ICML (2018)
Sanjeev Arora, Rong Ge, Behnam Neyshabur, Yi Zhang
Stronger generalization bounds for deep nets via a compression approach. CoRR (2018)
Sanjeev Arora, Andrej Risteski, Yi Zhang
Do GANs learn the distribution? Some Theory and Empirics. ICLR (Poster) (2018)
Sanjeev Arora, Elad Hazan, Holden Lee, Karan Singh, Cyril Zhang, Yi Zhang
Towards Provable Control for Unknown Linear Dynamical Systems. ICLR (Workshop) (2018)
Sanjeev Arora, Rong Ge, Yingyu Liang, Tengyu Ma, Yi Zhang
Generalization and Equilibrium in Generative Adversarial Nets (GANs). ICML (2017)
Sanjeev Arora, Rong Ge, Yingyu Liang, Tengyu Ma, Yi Zhang
Generalization and Equilibrium in Generative Adversarial Nets (GANs). CoRR (2017)
Sanjeev Arora, Yi Zhang
Do GANs actually learn the distribution? An empirical study. CoRR (2017)
Sanjeev Arora, Andrej Risteski, Yi Zhang
Theoretical limitations of Encoder-Decoder GAN architectures. CoRR (2017)