Marco Bornstein

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Automatically Learned

Distributed Learning

Knowledge Integration

Top Venues

Publications

Marco Bornstein, Amrit Singh Bedi, Abdirisak Mohamed, Furong Huang
FACT or Fiction: Can Truthful Mechanisms Eliminate Federated Free Riding? CoRR (2024)
Marco Bornstein, Tahseen Rabbani, Evan Wang, Amrit S. Bedi, Furong Huang
SWIFT: Rapid Decentralized Federated Learning via Wait-Free Model Communication. ICLR (2023)
Tahseen Rabbani, Marco Bornstein, Furong Huang
Large-Scale Distributed Learning via Private On-Device LSH. NeurIPS (2023)
Tahseen Rabbani, Marco Bornstein, Furong Huang
Large-Scale Distributed Learning via Private On-Device Locality-Sensitive Hashing. CoRR (2023)
Marco Bornstein, Amrit Singh Bedi, Anit Kumar Sahu, Furqan Khan, Furong Huang
RealFM: A Realistic Mechanism to Incentivize Data Contribution and Device Participation. CoRR (2023)
Marco Bornstein, Jin-Peng Liu, Jingling Li, Furong Huang
Escaping From Saddle Points Using Asynchronous Coordinate Gradient Descent. CoRR (2022)
Marco Bornstein, Tahseen Rabbani, Evan Wang, Amrit Singh Bedi, Furong Huang
SWIFT: Rapid Decentralized Federated Learning via Wait-Free Model Communication. CoRR (2022)