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Fairness

1,193 papers

Papers per year

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365
58

Papers

Equality of Opportunity in Classification: A Causal Approach NIPS 2018
Predicting Factuality of Reporting and Bias of News Media Sources EMNLP 2018
The Linguistic Ideologies of Deep Abusive Language Classification EMNLP 2018
Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness ICML 2018
Multiwinner Voting with Fairness Constraints IJCAI 2018
Preventing Disparate Treatment in Sequential Decision Making IJCAI 2018
Achieving Non-Discrimination in Prediction IJCAI 2018
Whistle-blowing ASRs: Evaluating the Need for More Inclusive Speech Recognition Systems INTERSPEECH 2018
Gender Bias in Coreference Resolution NAACL 2018
Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods NAACL 2018
When Worlds Collide: Integrating Different Counterfactual Assumptions in Fairness NIPS 2017
Optimized Pre-Processing for Discrimination Prevention NIPS 2017
Counterfactual Fairness NIPS 2017
Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints EMNLP 2017
Fairness in Reinforcement Learning ICML 2017
Meritocratic Fairness for Cross-Population Selection ICML 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