conftrace_
← Core AI
Artificial Intelligence › Core AI ›

Fairness

1,193 papers

Papers per year

1
7
15
33
64
96
166
167
221
365
58

Papers

Transferring Fairness under Distribution Shifts via Fair Consistency Regularization NIPS 2022
Pushing the limits of fairness impossibility: Who's the fairest of them all? NIPS 2022
On the Discrimination Risk of Mean Aggregation Feature Imputation in Graphs NIPS 2022
Fairness Reprogramming NIPS 2022
Nonstationary Dual Averaging and Online Fair Allocation NIPS 2022
Robustness Disparities in Face Detection NIPS 2022
Information-Theoretic Bias Reduction via Causal View of Spurious Correlation AAAI 2022
Deepfake Network Architecture Attribution AAAI 2022
Almost Full EFX Exists for Four Agents AAAI 2022
On Testing for Discrimination Using Causal Models AAAI 2022
Online Certification of Preference-Based Fairness for Personalized Recommender Systems AAAI 2022
Modification-Fair Cluster Editing AAAI 2022
Group-Aware Threshold Adaptation for Fair Classification AAAI 2022
Gradient Based Activations for Accurate Bias-Free Learning AAAI 2022
EqGNN: Equalized Node Opportunity in Graphs AAAI 2022
Towards Debiasing DNN Models from Spurious Feature Influence AAAI 2022
Debiasing NLU Models via Causal Intervention and Counterfactual Reasoning AAAI 2022
Interpretable Low-Resource Legal Decision Making AAAI 2022
Interpreting Gender Bias in Neural Machine Translation: Multilingual Architecture Matters AAAI 2022
Word Embeddings via Causal Inference: Gender Bias Reducing and Semantic Information Preserving AAAI 2022
Has CEO Gender Bias Really Been Fixed? Adversarial Attacking and Improving Gender Fairness in Image Search AAAI 2022
Unmasking the Mask – Evaluating Social Biases in Masked Language Models AAAI 2022
Gender and Racial Stereotype Detection in Legal Opinion Word Embeddings AAAI 2022
Investigations of Performance and Bias in Human-AI Teamwork in Hiring AAAI 2022
Longitudinal Fairness with Censorship AAAI 2022