Ron Dorfman

Researcher, Amazon

Joined

September 2020

Names

Ron Dorfman (Preferred)

Emails

****@gmail.com (Confirmed)

****@campus.technion.ac.il (Confirmed)

****@amazon.com (Confirmed)

Personal Links

Career & Education History

Researcher

Amazon (amazon.com)

2025 – Present

PhD student

Technion, Technion (technion.ac.il)

2021 – 2025

MS student

Technion, Technion (technion.ac.il)

2018 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Kfir Yehuda Levy

2021 – 2025

Expertise

No areas of expertise listed

Publications

Prediction-Powered Semi-Supervised Learning with Online Power Tuning
Noa Shoham, Ron Dorfman, Shalev Shaer, Kfir Yehuda Levy, Yaniv Romano
- NeurIPS 2025 poster
- Readers: Everyone
Enhancing Parallelism in Decentralized Stochastic Convex Optimization
Ofri Eisen, Ron Dorfman, Kfir Yehuda Levy
- ICML 2025 poster
- Readers: Everyone
Dynamic Byzantine-Robust Learning: Adapting to Switching Byzantine Workers
Ron Dorfman, Naseem Amin Yehya, Kfir Yehuda Levy
- ICML 2024 Poster
- Readers: Everyone
Adapting to Mixing Time in Stochastic Optimization with Markovian Data
Ron Dorfman, Kfir Yehuda Levy
- 08 Apr 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
DoCoFL: Downlink Compression for Cross-Device Federated Learning
Ron Dorfman, Shay Vargaftik, Yaniv Ben-Itzhak, Kfir Yehuda Levy
- ICML 2023 Poster
- Readers: Everyone
DoCoFL: Downlink Compression for Cross-Device Federated Learning
Ron Dorfman, Shay Vargaftik, Yaniv Ben-Itzhak, Kfir Y. Levy
- 2023 (modified: 28 Mar 2023)
- CoRR 2023
- Readers: Everyone
Adapting to Mixing Time in Stochastic Optimization with Markovian Data
Ron Dorfman, Kfir Yehuda Levy
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- ICML 2022
- Readers: Everyone
Offline Meta Reinforcement Learning -- Identifiability Challenges and Effective Data Collection Strategies
Ron Dorfman, Idan Shenfeld, Aviv Tamar
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone
Offline Meta Learning of Exploration
Ron Dorfman, Idan Shenfeld, Aviv Tamar
- 13 Mar 2021 (modified: 05 May 2023)
- Learning to Learn 2021
- Readers: Everyone
Offline Meta Reinforcement Learning - Identifiability Challenges and Effective Data Collection Strategies
Ron Dorfman, Idan Shenfeld, Aviv Tamar
- 2021 (modified: 16 Apr 2023)
- NeurIPS 2021
- Readers: Everyone

View all 11 publications