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Fairness

3,511 papers

Papers per year

251
692
'20
'25

Papers

From Optimization to Generalization: Fair Federated Learning against Quality Shift via Inter-Client Sharpness Matching IJCAI 2024
Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation IJCAI 2024
A New Paradigm for Counterfactual Reasoning in Fairness and Recourse IJCAI 2024
VulnerabilityMap: An Open Framework for Mapping Vulnerability among Urban Disadvantaged Populations in the United States IJCAI 2024
FairReFuse: Referee-Guided Fusion for Multi-Modal Causal Fairness in Depression Detection IJCAI 2024
For the Misgendered Chinese in Gender Bias Research: Multi-Task Learning with Knowledge Distillation for Pinyin Name Gender Prediction IJCAI 2024
A Survival Guide for Iranian Women Prescribed by Iranian Women: Participatory AI to Investigate Intimate Partner Physical Violence in Iran IJCAI 2024
Ensuring Fairness Stability for Disentangling Social Inequality in Access to Education: the FAiRDAS General Method IJCAI 2024
Unmasking Societal Biases in Respiratory Support for ICU Patients through Social Determinants of Health IJCAI 2024
From Pink and Blue to a Rainbow Hue! Defying Gender Bias through Gender Neutralizing Text Transformations IJCAI 2024
LEEC for Judicial Fairness: A Legal Element Extraction Dataset with Extensive Extra-Legal Labels IJCAI 2024
Paintings and Drawings Aesthetics Assessment with Rich Attributes for Various Artistic Categories IJCAI 2024
Reassessing Evaluation Functions in Algorithmic Recourse: An Empirical Study from a Human-Centered Perspective IJCAI 2024
Robust Counterfactual Explanations in Machine Learning: A Survey IJCAI 2024
Supervised Algorithmic Fairness in Distribution Shifts: A Survey IJCAI 2024
Performative Ethics From Within the Ivory Tower: How CSPractitioners Uphold Systems of Oppression (Abstract Reprint) IJCAI 2024
Fair and Efficient Chore Allocation: Existence and Computation IJCAI 2024
Fairness and Optimization in Dynamic Multiagent Allocation Problems IJCAI 2024
Culturally-aware Image Captioning IJCAI 2024
Trustworthy Machine Learning under Imperfect Data IJCAI 2024
Algorithmic Fairness in Distribution of Resources and Tasks IJCAI 2024
Transforming Recommender Systems: Balancing Personalization, Fairness, and Human Values IJCAI 2024
The influence of L2 accent strength and different error types on personality trait ratings INTERSPEECH 2024
A Contrastive Learning Approach to Mitigate Bias in Speech Models INTERSPEECH 2024
Towards measuring fairness in speech recognition: Fair-Speech dataset INTERSPEECH 2024