SOTAVerified

Fairness

Papers

Showing 15761600 of 5676 papers

TitleStatusHype
FairSSD: Understanding Bias in Synthetic Speech DetectorsCode0
What Hides behind Unfairness? Exploring Dynamics Fairness in Reinforcement LearningCode0
OptiGrad: A Fair and more Efficient Price Elasticity Optimization via a Gradient Based Learning0
CULTURE-GEN: Revealing Global Cultural Perception in Language Models through Natural Language PromptingCode0
Statistical learning for constrained functional parameters in infinite-dimensional models with applications in fair machine learning0
Quantifying fair income distribution in Thailand0
Privacy at a Price: Exploring its Dual Impact on AI Fairness0
Closing the Gap in the Trade-off between Fair Representations and Accuracy0
Utility-Fairness Trade-Offs and How to Find Them0
Misinformation Resilient Search Rankings with Webgraph-based InterventionsCode0
PraFFL: A Preference-Aware Scheme in Fair Federated LearningCode0
Online Safety Analysis for LLMs: a Benchmark, an Assessment, and a Path Forward0
Balanced Mixed-Type Tabular Data Synthesis with Diffusion ModelsCode0
Enhancing Fairness and Performance in Machine Learning Models: A Multi-Task Learning Approach with Monte-Carlo Dropout and Pareto Optimality0
The Impact of Speech Anonymization on Pathology and Its LimitsCode0
Adaptive Fair Representation Learning for Personalized Fairness in Recommendations via Information AlignmentCode0
Generating Counterfactual Explanations Using Cardinality Constraints0
OpenBias: Open-set Bias Detection in Text-to-Image Generative ModelsCode1
FairEM360: A Suite for Responsible Entity MatchingCode0
Racial/Ethnic Categories in AI and Algorithmic Fairness: Why They Matter and What They Represent0
Learning Efficient and Fair Policies for Uncertainty-Aware Collaborative Human-Robot Order PickingCode0
FreeEval: A Modular Framework for Trustworthy and Efficient Evaluation of Large Language ModelsCode1
Fair Graph Neural Network with Supervised Contrastive Regularization0
FairICP: Encouraging Equalized Odds via Inverse Conditional PermutationCode0
Interpretability in Symbolic Regression: a benchmark of Explanatory Methods using the Feynman data set0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86Unverified
21D-CSNNPredictive Equality (age)97.8Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96Unverified