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Fairness

3337 directly classified papers

Papers per year

Papers

DeAR: Debiasing Vision-Language Models With Additive Residuals CVPR 2023
On Generalized Degree Fairness in Graph Neural Networks AAAI 2023
Fair Federated Medical Image Segmentation via Client Contribution Estimation CVPR 2023
Fair Generative Models via Transfer Learning AAAI 2023
Variable-Based Calibration for Machine Learning Classifiers AAAI 2023
Discriminative-Invariant Representation Learning for Unbiased Recommendation IJCAI 2023
Model-Agnostic Gender Debiased Image Captioning CVPR 2023
Provable Detection of Propagating Sampling Bias in Prediction Models AAAI 2023
Fairness in Contextual Resource Allocation Systems: Metrics and Incompatibility Results AAAI 2023
Goodtriever: Adaptive Toxicity Mitigation with Retrieval-augmented Models EMNLP 2023
SF-PATE: Scalable, Fair, and Private Aggregation of Teacher Ensembles IJCAI 2023
Fairness Concepts for Indivisible Items with Externalities AAAI 2023
Uncurated Image-Text Datasets: Shedding Light on Demographic Bias CVPR 2023
On the Cost of Demographic Parity in Influence Maximization AAAI 2023
Exploring Sources of Racial Bias in Automatic Speech Recognition through the Lens of Rhythmic Variation INTERSPEECH 2023
Improving Fairness in Information Exposure by Adding Links AAAI 2023
More Knowledge, Less Bias: Unbiasing Scene Graph Generation With Explicit Ontological Adjustment WACV 2023
FEAMOE: Fair, Explainable and Adaptive Mixture of Experts IJCAI 2023
FAIR: Fair Collaborative Active Learning with Individual Rationality for Scientific Discovery AISTATS 2023
Class Fairness in Online Matching AAAI 2023
Rawlsian Fairness in Online Bipartite Matching: Two-Sided, Group, and Individual AAAI 2023
Mean Parity Fair Regression in RKHS AISTATS 2023
The Androids Corpus: A New Publicly Available Benchmark for Speech Based Depression Detection INTERSPEECH 2023
Invariant Feature Regularization for Fair Face Recognition ICCV 2023
An Equitable Framework for Automatically Assessing Children's Oral Narrative Language Abilities INTERSPEECH 2023