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ML Research Theme: Decentralized Society

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James Day, Olivia Verdugo, Markus Spiske on Unsplash

James Day, Olivia Verdugo, Markus Spiske on Unsplash

by Sarah Beckmann

Feb. 20, 2023

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Learn more about Decentralized Society at the Media Lab

Videos in this series:

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Fall Meeting 2022: Decentralized Society
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Fall Meeting 2022: Future of Cryptocurrency
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Lightweight Community-Scale Mobility
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Posthoc privacy guarantees for collaborative inference

Singh, Abhishek, et al. "Posthoc privacy guarantees for collaborative inference with modified Propose-Test-Release." Advances in Neural Information Processing Systems 36 (2024).
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Lu, Charles, et al. "Data Acquisition via Experimental Design for Decentralized Data Markets." arXiv preprint arXiv:2403.13893 (2024).
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Private Agent-based Modeling

Chopra, Ayush, et al. "Private agent-based modeling." In Proceedings of Autonomous Agents and Multi-agent Systems (AAMAS) 2024
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flame: a Framework for Learning in Agent-based Models

Chopra, Ayush, et al. "flame: A Framework for Learning in Agent-based ModEls." Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems. 2024.