384 citations · 984 across the 22 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
cs.LG2023
Differentially Private Domain Adaptation with Theoretical Guarantees
Raef Bassily, Corinna Cortes, Anqi Mao +1
In many applications, the labeled data at the learner's disposal is subject to privacy constraints and is relatively limited. To derive a more accurate predictor for the target dom…
cs.LG2023★ 1 cited
Best-Effort Adaptation
Pranjal Awasthi, Corinna Cortes, Mehryar Mohri
We study a problem of best-effort adaptation motivated by several applications and considerations, which consists of determining an accurate predictor for a target domain, for whic…