Amit Portnoy

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 8

Top Topics

Document Representation

Robust Regression

Learning Problems

Distributed Learning

Top Venues

Softw. Pract. Exp.

Publications

Shay Vargaftik, Ran Ben Basat, Amit Portnoy, Gal Mendelson, Yaniv Ben-Itzhak, Michael Mitzenmacher
EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Learning. ICML (2022)
Ran Ben Basat, Shay Vargaftik, Amit Portnoy, Gil Einziger, Yaniv Ben-Itzhak, Michael Mitzenmacher
QUIC-FL: Quick Unbiased Compression for Federated Learning. CoRR (2022)
Nachshon Cohen, Amit Portnoy, Besnik Fetahu, Amir Ingber
SDR: Efficient Neural Re-ranking using Succinct Document Representation. ACL (1) (2022)
Shay Vargaftik, Ran Ben Basat, Amit Portnoy, Gal Mendelson, Yaniv Ben-Itzhak, Michael Mitzenmacher
DRIVE: One-bit Distributed Mean Estimation. CoRR (2021)
Shay Vargaftik, Ran Ben-Basat, Amit Portnoy, Gal Mendelson, Yaniv Ben-Itzhak, Michael Mitzenmacher
DRIVE: One-bit Distributed Mean Estimation. NeurIPS (2021)
Nachshon Cohen, Amit Portnoy, Besnik Fetahu, Amir Ingber
SDR: Efficient Neural Re-ranking using Succinct Document Representation. CoRR (2021)
Shay Vargaftik, Ran Ben Basat, Amit Portnoy, Gal Mendelson, Yaniv Ben-Itzhak, Michael Mitzenmacher
Communication-Efficient Federated Learning via Robust Distributed Mean Estimation. CoRR (2021)
Amit Portnoy, Danny Hendler
Towards Realistic Byzantine-Robust Federated Learning. CoRR (2020)
Roy Friedman, Amit Portnoy
A generic decentralized trust management framework. Softw. Pract. Exp. 45 (4) (2015)