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Fairness

3,511 papers

Papers per year

251
692
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'25

Papers

Algorithms for Fair Load Shedding in Developing Countries IJCAI 2018
Preventing Disparate Treatment in Sequential Decision Making IJCAI 2018
Achieving Non-Discrimination in Prediction IJCAI 2018
Building Ethics into Artificial Intelligence IJCAI 2018
Whistle-blowing ASRs: Evaluating the Need for More Inclusive Speech Recognition Systems INTERSPEECH 2018
Racial Disparities and Mistrust in End-of-Life Care MLHC 2018
Automated Essay Scoring in the Presence of Biased Ratings NAACL 2018
Gender Bias in Coreference Resolution NAACL 2018
Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods NAACL 2018
Visual Referring Expression Recognition: What Do Systems Actually Learn? NAACL 2018
Socially Responsible NLP NAACL 2018
Cross-cultural differences in language markers of depression online NAACL 2018
The Social and the Neural Network: How to Make Natural Language Processing about People again NAACL 2018
When Worlds Collide: Integrating Different Counterfactual Assumptions in Fairness NIPS 2017
Recycling Privileged Learning and Distribution Matching for Fairness NIPS 2017
Learning to Pivot with Adversarial Networks NIPS 2017
From Parity to Preference-based Notions of Fairness in Classification NIPS 2017
Controllable Invariance through Adversarial Feature Learning NIPS 2017
Fair Clustering Through Fairlets NIPS 2017
Optimized Pre-Processing for Discrimination Prevention NIPS 2017
On Fairness and Calibration NIPS 2017
Beyond Parity: Fairness Objectives for Collaborative Filtering NIPS 2017
Avoiding Discrimination through Causal Reasoning NIPS 2017
Incorporating Dialectal Variability for Socially Equitable Language Identification ACL 2017
Fairness Constraints: Mechanisms for Fair Classification AISTATS 2017