conftrace_

individual fairness

55 papers

Explore in graph

Also known as

IF

Co-occurring keywords

group fairness (158) algorithmic fairness (284) neural network (6616) causal inference (1630) fair clustering (43) approximation algorithm (630) metric fairness (3) fairness constraint (125) machine learning (436) distribution shift (722)

Papers

Auditing ML Models for Individual Bias and Unfairness AISTATS 2020
Average Individual Fairness: Algorithms, Generalization and Experiments NIPS 2019
Fairness Behind a Veil of Ignorance: A Welfare Analysis for Automated Decision Making NIPS 2018
Probably Approximately Metric-Fair Learning ICML 2018
Learning Fair Representations ICML 2013