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Fairness

3,511 papers

Papers per year

251
692
'20
'25

Papers

On preserving non-discrimination when combining expert advice NIPS 2018
Invariant Representations without Adversarial Training NIPS 2018
Online Learning with an Unknown Fairness Metric NIPS 2018
Hunting for Discriminatory Proxies in Linear Regression Models NIPS 2018
Empirical Risk Minimization Under Fairness Constraints NIPS 2018
Does mitigating ML's impact disparity require treatment disparity? NIPS 2018
A Game-Theoretic Approach to Recommendation Systems with Strategic Content Providers NIPS 2018
Fairness Behind a Veil of Ignorance: A Welfare Analysis for Automated Decision Making NIPS 2018
Fairness Through Computationally-Bounded Awareness NIPS 2018
The Price of Fair PCA: One Extra dimension NIPS 2018
Equality of Opportunity in Classification: A Causal Approach NIPS 2018
Towards Robust and Privacy-preserving Text Representations ACL 2018
Identifying and Understanding User Reactions to Deceptive and Trusted Social News Sources ACL 2018
Tackling the Story Ending Biases in The Story Cloze Test ACL 2018
Multi-task learning for interpretable cause of death classification using key phrase prediction ACL 2018
Countering Position Bias in Instructor Interventions in MOOC Discussion Forums ACL 2018
Fast Threshold Tests for Detecting Discrimination AISTATS 2018
Learning with Complex Loss Functions and Constraints AISTATS 2018
Spectral Algorithms for Computing Fair Support Vector Machines AISTATS 2018
Automated Scoring: Beyond Natural Language Processing COLING 2018
Automatic Detection of Fake News COLING 2018
Unleashing Linear Optimizers for Group-Fair Learning and Optimization COLT 2018
PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition CVPR 2018
Context Embedding Networks CVPR 2018
Adversarial Removal of Demographic Attributes from Text Data EMNLP 2018