Conference & Journal Papers
Position: We Need AI Efficiency Incentives for Accessibility and Sustainability
International Conference on Machine Learning (ICML), 2026.
Auction-Based Regulation for Artificial Intelligence
ACM Conference on Fairness, Accountability, and Transparency, 2026.
FACT or Fiction: Can Truthful Mechanisms Eliminate Federated Free Riding?
Neural Information Processing Systems (NeurIPS), 2024.
Finding MIDDLE Ground: Scalable and Secure Distributed Learning
Conference on Information and Knowledge Management (CIKM), 2024.
Large-Scale Distributed Learning via Private On-Device LSH
Neural Information Processing Systems (NeurIPS), 2023.
SWIFT: Rapid Decentralized Federated Learning via Wait-Free Model Communication
International Conference on Learning Representations (ICLR), 2023.
Optimal nanoparticles for heat absorption and cost
International Journal of Heat and Mass Transfer, 2019.
Preprints
Towards Realistic Mechanisms That Incentivize Federated Participation and Contribution
arXiv, 2024.
Comfetch: Federated Learning of Large Networks on Constrained Clients via Sketching
arXiv, 2023.