Ezra Winston

According to our database, Ezra Winston authored at least 10 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Role of Locality and Weight Sharing in Image-Based Tasks: A Sample Complexity Separation between CNNs, LCNs, and FCNs.

Aakash Lahoti, Stefani Karp, Ezra Winston, Aarti Singh, Yuanzhi Li

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Monotone deep Boltzmann machines.

Zhili Feng, Ezra Winston, J. Zico Kolter

Trans. Mach. Learn. Res., 2023

2021

Local Signal Adaptivity: Provable Feature Learning in Neural Networks Beyond Kernels.

Stefani Karp, Ezra Winston, Yuanzhi Li, Aarti Singh

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Estimating Lipschitz constants of monotone deep equilibrium models.

Chirag Pabbaraju, Ezra Winston, J. Zico Kolter

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Monotone operator equilibrium networks.

Ezra Winston, J. Zico Kolter

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Certified Robustness to Label-Flipping Attacks via Randomized Smoothing.

Elan Rosenfeld, Ezra Winston, Pradeep Ravikumar, J. Zico Kolter

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Domain Adaptation with Asymmetrically-Relaxed Distribution Alignment.

Yifan Wu, Ezra Winston, Divyansh Kaushik, Zachary C. Lipton

Proceedings of the 36th International Conference on Machine Learning, 2019

2015

A framework for co-optimization algorithm performance and its application to worst-case optimization.

Elena Popovici, Ezra Winston

Theor. Comput. Sci., 2015

2012

Deformations of associahedra and visibility graphs.

Satyan L. Devadoss, Rahul Shah, Xuancheng Shao, Ezra Winston

Contributions Discret. Math., 2012

2011

On the practicality of optimal output mechanisms for co-optimization algorithms.

Elena Popovici, Ezra Winston, Anthony Bucci

Proceedings of the Foundations of Genetic Algorithms, 11th International Workshop, 2011