Fairness

Fairness without Demographics through Shared Latent Space-Based Debiasing AAAI 2024 Fairness without Harm: An Influence-Guided Active Sampling Approach NeurIPS 2024 FairPair: A Robust Evaluation of Biases in Language Models through Paired Perturbations COLING 2024 Fair Participation via Sequential Policies AAAI 2024 FairPlay: A Multi-Sided Fair Dynamic Pricing Policy for Hotels AAAI 2024 FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation NeurIPS 2024 FairRAG: Fair Human Generation via Fair Retrieval Augmentation CVPR 2024 FairReFuse: Referee-Guided Fusion for Multi-Modal Causal Fairness in Depression Detection IJCAI 2024 Fair Representation Learning with Maximum Mean Discrepancy Distance Constraint (Student Abstract) AAAI 2024 fairret: a Framework for Differentiable Fairness Regularization Terms ICLR 2024 FairRR: Pre-Processing for Group Fairness through Randomized Response AISTATS 2024 Fair Sampling in Diffusion Models through Switching Mechanism AAAI 2024 Fair Secretaries with Unfair Predictions NeurIPS 2024 FairSeg: A Large-Scale Medical Image Segmentation Dataset for Fairness Learning Using Segment Anything Model with Fair Error-Bound Scaling ICLR 2024 FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization AAAI 2024 Fair Soft Clustering AISTATS 2024 Fair Supervised Learning with A Simple Random Sampler of Sensitive Attributes AISTATS 2024 FairTrade: Achieving Pareto-Optimal Trade-Offs between Balanced Accuracy and Fairness in Federated Learning AAAI 2024 FairTune: Optimizing Parameter Efficient Fine Tuning for Fairness in Medical Image Analysis ICLR 2024 Fair-VPT: Fair Visual Prompt Tuning for Image Classification CVPR 2024 FairWASP: Fast and Optimal Fair Wasserstein Pre-processing AAAI 2024 Fair Wasserstein Coresets NeurIPS 2024 FairWire: Fair Graph Generation NeurIPS 2024 Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals AAAI 2024 Fast & Fair: A Collaborative Platform for Fair Division Applications AAAI 2024