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fairness

36 papers

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neural network (3) class imbalance (2) nash equilibrium (2) large language model (2) accuracy (2) privacy (2) trustworthiness (2) robustness (2) quantization (2) groups (1)

Papers

LIDAO: Towards Limited Interventions for Debiasing (Large) Language Models ICML 2024 Multigroup Robustness ICML 2024 On The Fairness Impacts of Hardware Selection in Machine Learning ICML 2024 Position: TrustLLM: Trustworthiness in Large Language Models ICML 2024 Remembering to Be Fair: Non-Markovian Fairness in Sequential Decision Making ICML 2024 Skin Malignancy Classification Using Patients’ Skin Images and Meta-data: Multimodal Fusion for Improving Fairness MIDL 2024 The Max-Min Formulation of Multi-Objective Reinforcement Learning: From Theory to a Model-Free Algorithm ICML 2024 Vision-Language Models under Cultural and Inclusive Considerations ACL 2024 Fair Scratch Tickets: Finding Fair Sparse Networks Without Weight Training CVPR 2023 PeerReview4All: Fair and Accurate Reviewer Assignment in Peer Review ALT 2019 Analyzing Gender Bias in Student Evaluations COLING 2016