conftrace_

fairness constraint

125 papers

Explore in graph

Co-occurring keywords

algorithmic fairness (284) approximation algorithm (630) fair classification (55) demographic parity (75) constrained optimization (281) online learning (1777) fair clustering (43) group fairness (158) contextual bandit (381) k-center clustering (24)

Papers

Group-Fairness in Influence Maximization IJCAI 2019
Equal Opportunity in Online Classification with Partial Feedback NIPS 2019
Balanced Ranking with Diversity Constraints IJCAI 2019
Optimizing Generalized Rate Metrics with Three Players NIPS 2019
Offline Contextual Bandits with High Probability Fairness Guarantees NIPS 2019
Fair Algorithms for Clustering NIPS 2019
Compositional Fairness Constraints for Graph Embeddings ICML 2019
Fair k-Center Clustering for Data Summarization ICML 2019
Learning Controllable Fair Representations AISTATS 2019
Redividing the Cake IJCAI 2018
Empirical Risk Minimization Under Fairness Constraints NIPS 2018
Scalable Deletion-Robust Submodular Maximization: Data Summarization with Privacy and Fairness Constraints ICML 2018
Preventing Disparate Treatment in Sequential Decision Making IJCAI 2018
Learning with Complex Loss Functions and Constraints AISTATS 2018
A Reductions Approach to Fair Classification ICML 2018
Multiwinner Voting with Fairness Constraints IJCAI 2018
Online Learning with an Unknown Fairness Metric NIPS 2018
Fair and Diverse DPP-Based Data Summarization ICML 2018
Nonconvex Optimization for Regression with Fairness Constraints ICML 2018
Fairness Constraints: Mechanisms for Fair Classification AISTATS 2017
Recycling Privileged Learning and Distribution Matching for Fairness NIPS 2017
Fairness in Reinforcement Learning ICML 2017
When Worlds Collide: Integrating Different Counterfactual Assumptions in Fairness NIPS 2017
Satisfying Real-world Goals with Dataset Constraints NIPS 2016
Fairness in Learning: Classic and Contextual Bandits NIPS 2016