no code implementations • 21 May 2023 • Aldo Gael Carranza, Susan Athey
We provide a novel regret analysis for our approach that establishes a finite-sample upper bound on a notion of global regret across a distribution of clients.
no code implementations • 10 May 2023 • Aldo Gael Carranza, Rezsa Farahani, Natalia Ponomareva, Alex Kurakin, Matthew Jagielski, Milad Nasr
We address the challenge of ensuring differential privacy (DP) guarantees in training deep retrieval systems.
no code implementations • 30 Mar 2022 • Aldo Gael Carranza, Sanath Kumar Krishnamurthy, Susan Athey
Contextual bandit algorithms often estimate reward models to inform decision-making.