Does Feedback Help in Bandits with Arm Erasures?International Symposium on Information Theory (ISIT), 2025 |
The Safety-Privacy Tradeoff in Linear BanditsInternational Symposium on Information Theory (ISIT), 2025 |
Differentially Private Kernelized Contextual BanditsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 |
Federated Online Prediction from Experts with Differential Privacy:
Separations and Regret Speed-upsNeural Information Processing Systems (NeurIPS), 2024 |
Fixed-Budget Differentially Private Best Arm IdentificationInternational Conference on Learning Representations (ICLR), 2024 |
Privacy Preserving Adaptive Experiment DesignInternational Conference on Machine Learning (ICML), 2024 |
Federated Linear Contextual Bandits with User-level Differential PrivacyInternational Conference on Machine Learning (ICML), 2023 |
On Differentially Private Federated Linear Contextual BanditsInternational Conference on Learning Representations (ICLR), 2023 |