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Fairness

1139 directly classified papers

Papers per year

Papers

Multiwinner Voting with Fairness Constraints IJCAI 2018

The Linguistic Ideologies of Deep Abusive Language Classification EMNLP 2018

Whistle-blowing ASRs: Evaluating the Need for More Inclusive Speech Recognition Systems INTERSPEECH 2018

Equality of Opportunity in Classification: A Causal Approach NIPS 2018

Predicting Factuality of Reporting and Bias of News Media Sources EMNLP 2018

Fairness Through Computationally-Bounded Awareness NIPS 2018

Meritocratic Fairness for Cross-Population Selection ICML 2017

Fairness in Reinforcement Learning ICML 2017

Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints EMNLP 2017

Counterfactual Fairness NIPS 2017

Optimized Pre-Processing for Discrimination Prevention NIPS 2017

When Worlds Collide: Integrating Different Counterfactual Assumptions in Fairness NIPS 2017

A Causal Framework for Discovering and Removing Direct and Indirect Discrimination IJCAI 2017

Finding the Best from the Second Bests - Inhibiting Subjective Bias in Evaluation of Visual Tracking Algorithms ICCV 2013