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Fairness

3337 directly classified papers

Papers per year

Papers

It’s going to be okay: Measuring Access to Support in Online Communities EMNLP 2018
Identifying and Understanding User Reactions to Deceptive and Trusted Social News Sources ACL 2018
A Game-Theoretic Approach to Recommendation Systems with Strategic Content Providers NIPS 2018
Enhancing the Accuracy and Fairness of Human Decision Making NIPS 2018
Tackling the Story Ending Biases in The Story Cloze Test ACL 2018
Countering Position Bias in Instructor Interventions in MOOC Discussion Forums ACL 2018
Racial Disparities and Mistrust in End-of-Life Care MLHC 2018
Information Nutrition Labels: A Plugin for Online News Evaluation EMNLP 2018
Context Embedding Networks CVPR 2018
Adversarial Removal of Demographic Attributes from Text Data EMNLP 2018
Online Learning with an Unknown Fairness Metric NIPS 2018
PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition CVPR 2018
Invariant Representations without Adversarial Training NIPS 2018
Strategyproof and Fair Matching Mechanism for Union of Symmetric M-convex Constraints IJCAI 2018
Spectral Algorithms for Computing Fair Support Vector Machines AISTATS 2018
Fairness Through Computationally-Bounded Awareness NIPS 2018
Reducing Gender Bias in Abusive Language Detection EMNLP 2018
Does mitigating ML's impact disparity require treatment disparity? NIPS 2018
Empirical Risk Minimization Under Fairness Constraints NIPS 2018
Hunting for Discriminatory Proxies in Linear Regression Models NIPS 2018
Cake Cutting: Envy and Truth IJCAI 2017
Towards Trust, Transparency and Liability in AI / AS systems IJCAI 2017
When Worlds Collide: Integrating Different Counterfactual Assumptions in Fairness NIPS 2017
Sequence Effects in Crowdsourced Annotations EMNLP 2017
Optimized Pre-Processing for Discrimination Prevention NIPS 2017