Marco Bornstein
Hi, my name is Marco! I’m a PhD Candidate at the University of Maryland studying Applied Mathematics.
news
Jul 31, 2024 | New paper “Finding MIDDLE Ground: Scalable and Secure Distributed Learning” accepted at CIKM 2024! |
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May 22, 2024 | New mechanism paper on eliminating federated free riding when agents are untruthful: FACT or Fiction: Can Truthful Mechanisms Eliminate Federated Free Riding? |
Dec 11, 2023 | Presented work at NeurIPS 2023! Main Track: Large-Scale Distributed Learning via Private On-Device LSH FL Workshop: Towards Realistic Mechanisms That Incentivize Federated Participation and Contribution |
selected publications
- Finding MIDDLE Ground: Scalable and Secure Distributed LearningIn Conference on Information and Knowledge Management, 2024
- SWIFT: Rapid Decentralized Federated Learning via Wait-Free Model CommunicationIn International Conference on Learning Representations, 2023
- Large-Scale Distributed Learning via Private On-Device LSHIn Thirty-seventh Conference on Neural Information Processing Systems, 2023