conftrace_
← Application Areas
Machine Learning › Application Areas ›

Fairness

3,511 papers

Papers per year

251
692
'20
'25

Papers

Aporophobia: An Overlooked Type of Toxic Language Targeting the Poor ACL 2023
Resources for Automated Identification of Online Gender-Based Violence: A Systematic Review ACL 2023
Harmful Language Datasets: An Assessment of Robustness ACL 2023
Mitigating Bias: Enhancing Image Classification by Improving Model Explanations ACML 2023
Don’t be fooled: label leakage in explanation methods and the importance of their quantitative evaluation AISTATS 2023
A New Causal Decomposition Paradigm towards Health Equity AISTATS 2023
Fair learning with Wasserstein barycenters for non-decomposable performance measures AISTATS 2023
On the Strategyproofness of the Geometric Median AISTATS 2023
FAIR: Fair Collaborative Active Learning with Individual Rationality for Scientific Discovery AISTATS 2023
Toward Fairness in Text Generation via Mutual Information Minimization based on Importance Sampling AISTATS 2023
Mean Parity Fair Regression in RKHS AISTATS 2023
Fair Representation Learning with Unreliable Labels AISTATS 2023
Feasible Recourse Plan via Diverse Interpolation AISTATS 2023
Computing Abductive Explanations for Boosted Trees AISTATS 2023
Manifold Restricted Interventional Shapley Values AISTATS 2023
Efficient fair PCA for fair representation learning AISTATS 2023
Revisiting Fair-PAC Learning and the Axioms of Cardinal Welfare AISTATS 2023
Scalable Spectral Clustering with Group Fairness Constraints AISTATS 2023
But Are You Sure? An Uncertainty-Aware Perspective on Explainable AI AISTATS 2023
Protecting Global Properties of Datasets with Distribution Privacy Mechanisms AISTATS 2023
Fast Feature Selection with Fairness Constraints AISTATS 2023
Improved Approximation for Fair Correlation Clustering AISTATS 2023
MMD-B-Fair: Learning Fair Representations with Statistical Testing AISTATS 2023
Doubly Fair Dynamic Pricing AISTATS 2023
Stochastic Methods for AUC Optimization subject to AUC-based Fairness Constraints AISTATS 2023