Bornstein, Marco

6 publications

NeurIPS 2024 FACT or Fiction: Can Truthful Mechanisms Eliminate Federated Free Riding? Marco Bornstein, Amrit Singh Bedi, Abdirisak Mohamed, Furong Huang

NeurIPSW 2024 Shrinking the Size of Deep Extreme Multi-Label Classification Marco Bornstein, Tahseen Rabbani, Brian Joseph Gravelle, Furong Huang

NeurIPS 2023 Large-Scale Distributed Learning via Private On-Device LSH Tahseen Rabbani, Marco Bornstein, Furong Huang

NeurIPSW 2023 RealFM: A Realistic Mechanism to Incentivize Data Contribution and Device Participation Marco Bornstein, Amrit Bedi, Anit Kumar Sahu, Furqan Khan, Furong Huang

ICLR 2023 SWIFT: Rapid Decentralized Federated Learning via Wait-Free Model Communication Marco Bornstein, Tahseen Rabbani, Evan Z Wang, Amrit Bedi, Furong Huang

NeurIPSW 2022 SWIFT: Rapid Decentralized Federated Learning via Wait-Free Model Communication Marco Bornstein, Tahseen Rabbani, Evan Z Wang, Amrit Bedi, Furong Huang