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Singh, Abhishek, et al. "CoDream: Exchanging dreams instead of models for federated aggregation with heterogeneous models." Proceedings of AAAI. 2025
Lu, Charles, et al. "Data Acquisition via Experimental Design for Data Markets." Advances in Neural Information Processing Systems (NeurIPS) 37 (2024): 118086-118118.
Abhishek Singh, Split Inference - Metrics, Benchmarks and Algorithms, ECCV'24
Zaid Tasneem, DecentNeRFs: Decentralized Neural Radiance Fields from Crowdsourced Images, ECCV'24
Whitepaper
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.
Singh, Abhishek, et al. "Posthoc privacy guarantees for collaborative inference with modified Propose-Test-Release." Advances in Neural Information Processing Systems 36 (2024).
Lu, Charles, et al. "Federated conformal predictors for distributed uncertainty quantification." International Conference on Machine Learning (ICML). PMLR, 2023.