Ezra Winston

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 12

Top Topics

Boltzmann Machines

Sample Complexity

Training And Test Data

Image Watermarking Scheme

Top Venues

Publications

Aakash Lahoti, Stefani Karp, Ezra Winston, Aarti Singh, Yuanzhi Li
Role of Locality and Weight Sharing in Image-Based Tasks: A Sample Complexity Separation between CNNs, LCNs, and FCNs. ICLR (2024)
Aakash Lahoti, Stefani Karp, Ezra Winston, Aarti Singh, Yuanzhi Li
Role of Locality and Weight Sharing in Image-Based Tasks: A Sample Complexity Separation between CNNs, LCNs, and FCNs. CoRR (2024)
Zhili Feng, Ezra Winston, J. Zico Kolter
Monotone deep Boltzmann machines. Trans. Mach. Learn. Res. 2023 (2023)
Zhili Feng, Ezra Winston, J. Zico Kolter
Monotone deep Boltzmann machines. CoRR (2023)
Stefani Karp, Ezra Winston, Yuanzhi Li, Aarti Singh
Local Signal Adaptivity: Provable Feature Learning in Neural Networks Beyond Kernels. NeurIPS (2021)
Chirag Pabbaraju, Ezra Winston, J. Zico Kolter
Estimating Lipschitz constants of monotone deep equilibrium models. ICLR (2021)
Elan Rosenfeld, Ezra Winston, Pradeep Ravikumar, J. Zico Kolter
Certified Robustness to Label-Flipping Attacks via Randomized Smoothing. ICML (2020)
Ezra Winston, J. Zico Kolter
Monotone operator equilibrium networks. CoRR (2020)
Elan Rosenfeld, Ezra Winston, Pradeep Ravikumar, J. Zico Kolter
Certified Robustness to Label-Flipping Attacks via Randomized Smoothing. CoRR (2020)
Ezra Winston, J. Zico Kolter
Monotone operator equilibrium networks. NeurIPS (2020)
Yifan Wu, Ezra Winston, Divyansh Kaushik, Zachary C. Lipton
Domain Adaptation with Asymmetrically-Relaxed Distribution Alignment. ICML (2019)
Yifan Wu, Ezra Winston, Divyansh Kaushik, Zachary C. Lipton
Domain Adaptation with Asymmetrically-Relaxed Distribution Alignment. CoRR (2019)
Elena Popovici, Ezra Winston
A framework for co-optimization algorithm performance and its application to worst-case optimization. Theor. Comput. Sci. 567 (2015)
Satyan L. Devadoss, Rahul Shah, Xuancheng Shao, Ezra Winston
Deformations of associahedra and visibility graphs. Contributions Discret. Math. 7 (1) (2012)
Elena Popovici, Ezra Winston, Anthony Bucci
On the practicality of optimal output mechanisms for co-optimization algorithms. FOGA (2011)