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Yi Zhang
Publication Activity (10 Years)
Years Active: 2017-2022
Publications (10 Years): 18
Top Topics
Wyner Ziv
Sample Complexity
Mpeg Avc
Dynamical Systems
Top Venues
CoRR
ICML
ICLR
NeurIPS
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Publications
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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)