conftrace_
← Application Areas
Machine Learning › Application Areas ›

Fairness

3,337 papers

Papers per year

Papers

Scalable Spectral Clustering with Group Fairness Constraints AISTATS 2023
But Are You Sure? An Uncertainty-Aware Perspective on Explainable AI AISTATS 2023
Fast Feature Selection with Fairness Constraints AISTATS 2023
Improved Approximation for Fair Correlation Clustering AISTATS 2023
MMD-B-Fair: Learning Fair Representations with Statistical Testing AISTATS 2023
Doubly Fair Dynamic Pricing AISTATS 2023
Stochastic Methods for AUC Optimization subject to AUC-based Fairness Constraints AISTATS 2023
Reinforcement Learning with Stepwise Fairness Constraints AISTATS 2023
From Pseudorandomness to Multi-Group Fairness and Back COLT 2023
An Image Quality Assessment Dataset for Portraits CVPR 2023
BiasBed - Rigorous Texture Bias Evaluation CVPR 2023
Bias Mimicking: A Simple Sampling Approach for Bias Mitigation CVPR 2023
Fair Scratch Tickets: Finding Fair Sparse Networks Without Weight Training CVPR 2023
Generative Bias for Robust Visual Question Answering CVPR 2023
No One Left Behind: Improving the Worst Categories in Long-Tailed Learning CVPR 2023
Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and Metric CVPR 2023
CFA: Class-Wise Calibrated Fair Adversarial Training CVPR 2023
Overlooked Factors in Concept-Based Explanations: Dataset Choice, Concept Learnability, and Human Capability CVPR 2023
Bias in Pruned Vision Models: In-Depth Analysis and Countermeasures CVPR 2023
Cross-GAN Auditing: Unsupervised Identification of Attribute Level Similarities and Differences Between Pretrained Generative Models CVPR 2023
Probabilistic Debiasing of Scene Graphs CVPR 2023
Improving Fairness in Facial Albedo Estimation via Visual-Textual Cues CVPR 2023
Unbiased Scene Graph Generation in Videos CVPR 2023
GIVL: Improving Geographical Inclusivity of Vision-Language Models With Pre-Training Methods CVPR 2023
Uncurated Image-Text Datasets: Shedding Light on Demographic Bias CVPR 2023