SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2276–2300 of 5676 papers

TitleStatusHype
FairCompass: Operationalising Fairness in Machine Learning—0
Robustness Verification for Knowledge-Based Logic of Risky Driving Scenes—0
Achieving Fairness in DareFightingICE Agents Evaluation Through a Delay MechanismCode0
Practical Bias Mitigation through Proxy Sensitive Attribute Label Generation—0
BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge—0
Fairness-Aware Structured Pruning in TransformersCode0
A Group Fairness Lens for Large Language Models—0
Do LLM Agents Exhibit Social Behavior?—0
The Fairness Fair: Bringing Human Perception into Collective Decision-Making—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
Inclusive normalization of face images to passport format—0
Large Language Model (LLM) Bias Index -- LLMBI—0
Fairness in Submodular Maximization over a Matroid Constraint—0
Learning Human-like Representations to Enable Learning Human Values—0
Gaussian Harmony: Attaining Fairness in Diffusion-based Face Generation Models—0
BSL: Understanding and Improving Softmax Loss for RecommendationCode0
Dynamic Fairness-Aware Spectrum Auction for Enhanced Licensed Shared Access in 6G Networks—0
Learning Fair Policies for Multi-stage Selection Problems from Observational Data—0
An empirical study of testing machine learning in the wild—0
Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection—0
Comprehensive Validation on Reweighting Samples for Bias Mitigation via AIF360—0
Chasing Fairness in Graphs: A GNN Architecture PerspectiveCode0
GroupMixNorm Layer for Learning Fair Models—0
Towards Fairness in Online Service with k Servers and its Application on Fair Food DeliveryCode0
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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