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2020 – today
- 2024
[c7]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- [i5]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 abs/2403.15707 (2024) - 2023
- [j3]Zhili Feng, Ezra Winston, J. Zico Kolter:
Monotone deep Boltzmann machines. Trans. Mach. Learn. Res. 2023 (2023) - [i4]Zhili Feng, Ezra Winston, J. Zico Kolter:
Monotone deep Boltzmann machines. CoRR abs/2307.04990 (2023) - 2021
- [c6]Chirag Pabbaraju, Ezra Winston, J. Zico Kolter:
Estimating Lipschitz constants of monotone deep equilibrium models. ICLR 2021 - [c5]Stefani Karp, Ezra Winston, Yuanzhi Li, Aarti Singh:
Local Signal Adaptivity: Provable Feature Learning in Neural Networks Beyond Kernels. NeurIPS 2021: 24883-24897 - 2020
- [c4]Elan Rosenfeld, Ezra Winston, Pradeep Ravikumar, J. Zico Kolter:
Certified Robustness to Label-Flipping Attacks via Randomized Smoothing. ICML 2020: 8230-8241 - [c3]Ezra Winston, J. Zico Kolter:
Monotone operator equilibrium networks. NeurIPS 2020 - [i3]Elan Rosenfeld, Ezra Winston, Pradeep Ravikumar, J. Zico Kolter:
Certified Robustness to Label-Flipping Attacks via Randomized Smoothing. CoRR abs/2002.03018 (2020) - [i2]Ezra Winston, J. Zico Kolter:
Monotone operator equilibrium networks. CoRR abs/2006.08591 (2020)
2010 – 2019
- 2019
- [c2]Yifan Wu, Ezra Winston, Divyansh Kaushik, Zachary C. Lipton:
Domain Adaptation with Asymmetrically-Relaxed Distribution Alignment. ICML 2019: 6872-6881 - [i1]Yifan Wu, Ezra Winston, Divyansh Kaushik, Zachary C. Lipton:
Domain Adaptation with Asymmetrically-Relaxed Distribution Alignment. CoRR abs/1903.01689 (2019) - 2015
- [j2]Elena Popovici, Ezra Winston:
A framework for co-optimization algorithm performance and its application to worst-case optimization. Theor. Comput. Sci. 567: 46-73 (2015) - 2012
- [j1]Satyan L. Devadoss, Rahul Shah, Xuancheng Shao, Ezra Winston:
Deformations of associahedra and visibility graphs. Contributions Discret. Math. 7(1) (2012) - 2011
- [c1]Elena Popovici, Ezra Winston, Anthony Bucci:
On the practicality of optimal output mechanisms for co-optimization algorithms. FOGA 2011: 43-60
Coauthor Index
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