On the practicality of optimal output mechanisms for co-optimization algorithms. - Elena Popovici; Ezra Winston; Anthony Bucci (FOGA, 2011)

Deformations of associahedra and visibility graphs. - Satyan L. Devadoss; Rahul Shah 006; Xuancheng Shao; Ezra Winston (Contributions Discret. Math., 2012)

A framework for co-optimization algorithm performance and its application to worst-case optimization. - Elena Popovici; Ezra Winston (Theor. Comput. Sci., 2015)

Domain Adaptation with Asymmetrically-Relaxed Distribution Alignment. - Yifan Wu; Ezra Winston; Divyansh Kaushik; Zachary C. Lipton (ICML, 2019)

Certified Robustness to Label-Flipping Attacks via Randomized Smoothing. - Elan Rosenfeld; Ezra Winston; Pradeep Ravikumar; J. Zico Kolter (ICML, 2020)

Monotone operator equilibrium networks. - Ezra Winston; J. Zico Kolter (NeurIPS, 2020)

Estimating Lipschitz constants of monotone deep equilibrium models. - Chirag Pabbaraju; Ezra Winston; J. Zico Kolter (ICLR, 2021)

Local Signal Adaptivity: Provable Feature Learning in Neural Networks Beyond Kernels. - Stefani Karp; Ezra Winston; Yuanzhi Li; Aarti Singh (NeurIPS, 2021)

Monotone deep Boltzmann machines. - Zhili Feng; Ezra Winston; J. Zico Kolter (Trans. Mach. Learn. Res., 2023)

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 (ICLR, 2024)