36 citations · 36 across the 1 of their papers we have counts for
2 papers
cs.LG2022
Margin-distancing for safe model explanation
Tom Yan, Chicheng Zhang
The growing use of machine learning models in consequential settings has highlighted an important and seemingly irreconcilable tension between transparency and vulnerability to gam…
cs.LG2014★ 36 cited
Beyond Disagreement-based Agnostic Active Learning
Chicheng Zhang, Kamalika Chaudhuri
We study agnostic active learning, where the goal is to learn a classifier in a pre-specified hypothesis class interactively with as few label queries as possible, while making no…