Margin-distancing for safe model explanation

23 February 2022

Papers citing "Margin-distancing for safe model explanation"

4 / 4 papers shown

Title
Underspecification Presents Challenges for Credibility in Modern Machine Learning Alexander DÁmour Katherine A. Heller D. Moldovan Ben Adlam B. Alipanahi ... Kellie Webster Steve Yadlowsky T. Yun Xiaohua Zhai D. Sculley OffRL 97 681 0 06 Nov 2020
Strategic Classification is Causal Modeling in Disguise John Miller S. Milli Moritz Hardt 34 109 0 23 Oct 2019
Fairwashing: the risk of rationalization Ulrich Aïvodji Hiromi Arai O. Fortineau Sébastien Gambs Satoshi Hara Alain Tapp FaML 30 146 0 28 Jan 2019
Understanding Black-box Predictions via Influence Functions Pang Wei Koh Percy Liang TDI 134 2,854 0 14 Mar 2017