Ezra Winston

PhD student, Machine Learning Department, School of Computer Science

Joined

July 2019

Names

Ezra Winston

Emails

****@cs.cmu.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Machine Learning Department, School of Computer Science (mld.cs.cmu.edu)

2018 – Present

Advisors, Relations & Conflicts

PhD Advisor

2018 – Present

Expertise

No areas of expertise listed

Publications

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 spotlight
- Readers: Everyone
Monotone deep Boltzmann machines
Zhili Feng, Ezra Winston, J Zico Kolter
- Accepted by TMLR
- Readers: Everyone
Monotone deep Boltzmann machines
Zhili Feng, Ezra Winston, J Zico Kolter
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Local Signal Adaptivity: Provable Feature Learning in Neural Networks Beyond Kernels
Stefani Karp, Ezra Winston, Yuanzhi Li, Aarti Singh
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
Estimating Lipschitz constants of monotone deep equilibrium models
Chirag Pabbaraju, Ezra Winston, J Zico Kolter
- Published: 12 Jan 2021, Last Modified: 05 May 2023
- ICLR 2021 Poster
- Readers: Everyone
Domain Adaptation with Asymmetrically-Relaxed Distribution Alignment
Yifan Wu, Ezra Winston, Divyansh Kaushik, Zachary C. Lipton
- 2019 (modified: 11 Nov 2022)
- ICML 2019
- Readers: Everyone

Co-Authors