conftrace_
← Application Areas
Machine Learning › Application Areas ›

Fairness

3,511 papers

Papers per year

251
692
'20
'25

Papers

Constructing a Fair Classifier with Generated Fair Data AAAI 2021
Improving Fairness and Privacy in Selection Problems AAAI 2021
Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder AAAI 2021
Exacerbating Algorithmic Bias through Fairness Attacks AAAI 2021
Minimum Robust Multi-Submodular Cover for Fairness AAAI 2021
Robust Fairness Under Covariate Shift AAAI 2021
Towards Trustworthy Predictions from Deep Neural Networks with Fast Adversarial Calibration AAAI 2021
Differentially Private and Fair Deep Learning: A Lagrangian Dual Approach AAAI 2021
Debiasing Evaluations That Are Biased by Evaluations AAAI 2021
Fairness in Forecasting and Learning Linear Dynamical Systems AAAI 2021
Variational Fair Clustering AAAI 2021
Individual Fairness in Kidney Exchange Programs AAAI 2021
Fair Representations by Compression AAAI 2021
Fair Influence Maximization: a Welfare Optimization Approach AAAI 2021
Group Fairness by Probabilistic Modeling with Latent Fair Decisions AAAI 2021
How Linguistically Fair Are Multilingual Pre-Trained Language Models? AAAI 2021
The Gap on Gap: Tackling the Problem of Differing Data Distributions in Bias-Measuring Datasets AAAI 2021
SCRUPLES: A Corpus of Community Ethical Judgments on 32,000 Real-Life Anecdotes AAAI 2021
Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text AAAI 2021
How Robust are Model Rankings : A Leaderboard Customization Approach for Equitable Evaluation AAAI 2021
Fairness in Influence Maximization through Randomization AAAI 2021
Fair and Interpretable Algorithmic Hiring using Evolutionary Many Objective Optimization AAAI 2021
Mitigating Political Bias in Language Models through Reinforced Calibration AAAI 2021
HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection AAAI 2021
Accurate and Interpretable Machine Learning for Transparent Pricing of Health Insurance Plans AAAI 2021