Ezra Winston

15 papers A* 6A 1Journal 8
YearRankTypeTitle / Venue / Authors
2024 A* conf
Role of Locality and Weight Sharing in Image-Based Tasks: A Sample Complexity Separation between CNNs, LCNs, and FCNs.
ICLR
Aakash Lahoti, Stefani Karp, Ezra Winston, Aarti Singh, Yuanzhi Li
2024 J jnl
Role of Locality and Weight Sharing in Image-Based Tasks: A Sample Complexity Separation between CNNs, LCNs, and FCNs.
CoRR
Aakash Lahoti, Stefani Karp, Ezra Winston, Aarti Singh, Yuanzhi Li
2023 J jnl
Monotone deep Boltzmann machines.
CoRR
Zhili Feng, Ezra Winston, J. Zico Kolter
2023 J jnl
Monotone deep Boltzmann machines.
Trans. Mach. Learn. Res.
Zhili Feng, Ezra Winston, J. Zico Kolter
2021 A* conf
Estimating Lipschitz constants of monotone deep equilibrium models.
ICLR
Chirag Pabbaraju, Ezra Winston, J. Zico Kolter
2021 A* conf
Local Signal Adaptivity: Provable Feature Learning in Neural Networks Beyond Kernels.
NeurIPS
Stefani Karp, Ezra Winston, Yuanzhi Li, Aarti Singh
2020 A* conf
Certified Robustness to Label-Flipping Attacks via Randomized Smoothing.
ICML
Elan Rosenfeld, Ezra Winston, Pradeep Ravikumar, J. Zico Kolter
2020 J jnl
Certified Robustness to Label-Flipping Attacks via Randomized Smoothing.
CoRR
Elan Rosenfeld, Ezra Winston, Pradeep Ravikumar, J. Zico Kolter
2020 A* conf
Monotone operator equilibrium networks.
NeurIPS
Ezra Winston, J. Zico Kolter
2020 J jnl
Monotone operator equilibrium networks.
CoRR
Ezra Winston, J. Zico Kolter
2019 A* conf
Domain Adaptation with Asymmetrically-Relaxed Distribution Alignment.
ICML
Yifan Wu, Ezra Winston, Divyansh Kaushik, Zachary C. Lipton
2019 J jnl
Domain Adaptation with Asymmetrically-Relaxed Distribution Alignment.
CoRR
Yifan Wu, Ezra Winston, Divyansh Kaushik, Zachary C. Lipton
2015 J jnl
A framework for co-optimization algorithm performance and its application to worst-case optimization.
Theor. Comput. Sci.
Elena Popovici, Ezra Winston
2012 J jnl
Deformations of associahedra and visibility graphs.
Contributions Discret. Math.
Satyan L. Devadoss, Rahul Shah, Xuancheng Shao, Ezra Winston
2011 A conf
On the practicality of optimal output mechanisms for co-optimization algorithms.
FOGA
Elena Popovici, Ezra Winston, Anthony Bucci