SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1951–1975 of 5676 papers

TitleStatusHype
Do LLM Agents Exhibit Social Behavior?—0
A debiasing technique for place-based algorithmic patrol management—0
SoK: Taming the Triangle -- On the Interplays between Fairness, Interpretability and Privacy in Machine Learning—0
Quality-Diversity Generative Sampling for Learning with Synthetic DataCode1
The Fairness Fair: Bringing Human Perception into Collective Decision-Making—0
Large Language Model (LLM) Bias Index -- LLMBI—0
Inclusive normalization of face images to passport format—0
Gaussian Harmony: Attaining Fairness in Diffusion-based Face Generation Models—0
Fairness in Submodular Maximization over a Matroid Constraint—0
Learning Human-like Representations to Enable Learning Human Values—0
Towards Fair Graph Federated Learning via Incentive MechanismsCode1
BSL: Understanding and Improving Softmax Loss for RecommendationCode0
Learning Fair Policies for Multi-stage Selection Problems from Observational Data—0
Dynamic Fairness-Aware Spectrum Auction for Enhanced Licensed Shared Access in 6G Networks—0
An empirical study of testing machine learning in the wild—0
Comprehensive Validation on Reweighting Samples for Bias Mitigation via AIF360—0
GroupMixNorm Layer for Learning Fair Models—0
Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection—0
Chasing Fairness in Graphs: A GNN Architecture PerspectiveCode0
Towards Fairness in Online Service with k Servers and its Application on Fair Food DeliveryCode0
Uncertainty-based Fairness Measures—0
Democratize with Care: The need for fairness specific features in user-interface based open source AutoML tools—0
How Far Can Fairness Constraints Help Recover From Biased Data?—0
Proportional Representation in Metric Spaces and Low-Distortion Committee Selection—0
TrojFair: Trojan Fairness Attacks—0
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Benchmark Results

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