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Fairness

796 directly classified papers

Papers per year

Papers

Robust Optimization for Fairness with Noisy Protected Groups NIPS 2020
Achieving Equalized Odds by Resampling Sensitive Attributes NIPS 2020
NestedVAE: Isolating Common Factors via Weak Supervision CVPR 2020
Do Face Masks Introduce Bias in Speech Technologies? The Case of Automated Scoring of Speaking Proficiency INTERSPEECH 2020
Differentially Private and Fair Classification via Calibrated Functional Mechanism AAAI 2020
Graduate Employment Prediction with Bias AAAI 2020
How do fair decisions fare in long-term qualification? NIPS 2020
Bursting the Filter Bubble: Fairness-Aware Network Link Prediction AAAI 2020
Fairness-Aware Demand Prediction for New Mobility AAAI 2020
Price of Fairness in Budget Division and Probabilistic Social Choice AAAI 2020
A General Approach to Fairness with Optimal Transport AAAI 2020
Fairness in Network Representation by Latent Structural Heterogeneity in Observational Data AAAI 2020
Mitigating Gender Bias in Machine Translation with Target Gender Annotations EMNLP 2020
Deontological Ethics By Monotonicity Shape Constraints AISTATS 2020
Equalized odds postprocessing under imperfect group information AISTATS 2020
Exploring the Linear Subspace Hypothesis in Gender Bias Mitigation EMNLP 2020
Towards Fairness in Visual Recognition: Effective Strategies for Bias Mitigation CVPR 2020
Is Wikipedia succeeding in reducing gender bias? Assessing changes in gender bias in Wikipedia using word embeddings EMNLP 2020
“You Sound Just Like Your Father” Commercial Machine Translation Systems Include Stylistic Biases ACL 2020
Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting ACL 2020
Interpreting Pretrained Contextualized Representations via Reductions to Static Embeddings ACL 2020
Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation ACL 2020
Optimization with Non-Differentiable Constraints with Applications to Fairness, Recall, Churn, and Other Goals JMLR 2019
Matroid Constrained Fair Allocation Problem AAAI 2019
Explicit Bias Discovery in Visual Question Answering Models CVPR 2019