 Fair Representation Learning for Continuous Sensitive Attributes using Expectation of Integral Probability MetricsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 |
 |
 Identifying Reasons for Bias: An Argumentation-Based ApproachAAAI Conference on Artificial Intelligence (AAAI), 2023 |
 Bias Mitigation for Machine Learning Classifiers: A Comprehensive SurveyACM Journal on Responsible Computing (JRC), 2022 |
 Parity-based Cumulative Fairness-aware BoostingKnowledge and Information Systems (KAIS), 2022 |
 Multi-fairness under class-imbalanceIFIP Working Conference on Database Semantics (IWDS), 2021 |
