Work for a Member company and need a Member Portal account? Register here with your company email address.
Singh, Abhishek, et al. "CoDream: Exchanging dreams instead of models for federated aggregation with heterogeneous models." Proceedings of AAAI. 2025
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, C.*, Yu, Y.*, Karimireddy, S. P., Jordan, M. I., & Raskar, R. (2023). Federated Conformal Predictors for Distributed Uncertainty Quantification. Fortieth International Conference on Machine Learning (ICML 2023)