Explainability's Gain is Optimality's Loss? -- How Explanations Bias Decision-making

17 June 2022

Papers citing "Explainability's Gain is Optimality's Loss? -- How Explanations Bias Decision-making"

4 / 4 papers shown

Title
The Duet of Representations and How Explanations Exacerbate It Charles Wan Rodrigo Belo Leid Zejnilovic Susana Lavado CML FAtt 34 1 0 13 Feb 2024
Fairness in Machine Learning L. Oneto Silvia Chiappa FaML 256 492 0 31 Dec 2020
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 349 4,237 0 23 Aug 2019
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 234 2,238 0 24 Jun 2017