{"total":24,"rows":[{"id":"2306.11078","title":"Beyond Normal: On the Evaluation of Mutual Information Estimators","created":"2023-06-19","cited_by_count":37,"area":null},{"id":"2108.05449","title":"Learning Bias-Invariant Representation by Cross-Sample Mutual Information Minimization","created":"2021-08-11","cited_by_count":32,"area":null},{"id":"2106.02866","title":"Conditional Contrastive Learning for Improving Fairness in Self-Supervised Learning","created":"2021-06-05","cited_by_count":25,"area":null},{"id":"2112.06522","title":"Anatomizing Bias in Facial Analysis","created":"2021-12-13","cited_by_count":18,"area":null},{"id":"2201.03121","title":"Information-Theoretic Bias Reduction via Causal View of Spurious Correlation","created":"2022-01-10","cited_by_count":15,"area":null},{"id":"2207.04895","title":"Bottlenecks CLUB: Unifying Information-Theoretic Trade-offs Among Complexity, Leakage, and Utility","created":"2022-07-11","cited_by_count":12,"area":null},{"id":"2305.00817","title":"Racial Bias within Face Recognition: A Survey","created":"2023-05-01","cited_by_count":9,"area":null},{"id":"2111.05059","title":"MMD-ReID: A Simple but Effective Solution for Visible-Thermal Person ReID","created":"2021-11-09","cited_by_count":8,"area":null},{"id":"2111.13108","title":"Combating Unknown Bias with Effective Bias-Conflicting Scoring and Gradient Alignment","created":"2021-11-25","cited_by_count":8,"area":null},{"id":"2111.04673","title":"Information-Theoretic Bias Assessment Of Learned Representations Of Pretrained Face Recognition","created":"2021-11-08","cited_by_count":5,"area":null},{"id":"2310.04955","title":"Information-Theoretic Bounds on The Removal of Attribute-Specific Bias From Neural Networks","created":"2023-10-08","cited_by_count":3,"area":null},{"id":"2312.13933","title":"Structured Probabilistic Coding","created":"2023-12-21","cited_by_count":3,"area":null},{"id":"2302.05807","title":"Pushing the Accuracy-Group Robustness Frontier with Introspective Self-play","created":"2023-02-11","cited_by_count":2,"area":null},{"id":"2406.05510","title":"Representation Learning with Conditional Information Flow Maximization","created":"2024-06-08","cited_by_count":2,"area":null},{"id":"2507.20284","title":"Controllable Feature Whitening for Hyperparameter-Free Bias Mitigation","created":"2025-07-27","cited_by_count":2,"area":null},{"id":"2208.07934","title":"Measuring Statistical Dependencies via Maximum Norm and Characteristic Functions","created":"2022-08-16","cited_by_count":1,"area":null},{"id":"2211.08672","title":"Mitigating Urban-Rural Disparities in Contrastive Representation Learning with Satellite Imagery","created":"2022-11-16","cited_by_count":1,"area":null},{"id":"2302.08674","title":"EnfoMax: Domain Entropy and Mutual Information Maximization for Domain Generalized Face Anti-spoofing","created":"2023-02-17","cited_by_count":1,"area":null},{"id":"2311.07141","title":"SABAF: Removing Strong Attribute Bias from Neural Networks with Adversarial Filtering","created":"2023-11-13","cited_by_count":1,"area":null},{"id":"2408.04955","title":"Model Debiasing by Learnable Data Augmentation","created":"2024-08-09","cited_by_count":1,"area":null},{"id":"2302.11414","title":"Delving into Identify-Emphasize Paradigm for Combating Unknown Bias","created":"2023-02-22","cited_by_count":0,"area":null},{"id":"2501.02012","title":"Information Subtraction: Learning Representations for Conditional Entropy","created":"2025-01-02","cited_by_count":0,"area":null},{"id":"2502.11031","title":"A Critical Review of Predominant Bias in Neural Networks","created":"2025-02-16","cited_by_count":0,"area":null},{"id":"2603.05582","title":"Bias In, Bias Out? Finding Unbiased Subnetworks in Vanilla Models","created":"2026-03-05","cited_by_count":0,"area":null}],"next_cursor":null}