SOTAVerified

Fairness

Papers

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Showing 3501–3525 of 5676 papers

TitleStatusHype
Shapelet-Based Counterfactual Explanations for Multivariate Time SeriesCode0
Socially Fair Center-based and Linear Subspace Clustering—0
Minimax AUC Fairness: Efficient Algorithm with Provable ConvergenceCode0
Evaluation of group fairness measures in student performance prediction problems—0
Individual Fairness under Varied Notions of Group Fairness in Bipartite Matching - One Framework to Approximate Them AllCode0
Disentangled Representation with Causal Constraints for Counterfactual Fairness—0
A Scalable, Interpretable, Verifiable & Differentiable Logic Gate Convolutional Neural Network Architecture From Truth Tables—0
Algorithmic Fairness and Statistical Discrimination—0
Deep Generative Views to Mitigate Gender Classification Bias Across Gender-Race Groups—0
Modelling the long-term fairness dynamics of data-driven targeted help on job seekers—0
Open Long-Tailed Recognition in a Dynamic World—0
Towards Generating Robust, Fair, and Emotion-Aware Explanations for Recommender Systems—0
Error Parity Fairness: Testing for Group Fairness in Regression Tasks—0
An axiomatic theory for anonymized risk sharing—0
CARMA: Fair and efficient bottleneck congestion management via non-tradable karma credits—0
QuickSkill: Novice Skill Estimation in Online Multiplayer Games—0
Handling Interference in Integrated HAPS-Terrestrial Networks through Radio Resource Management—0
Impossibility theorems involving weakenings of expansion consistency and resoluteness in votingCode0
A Novel Regularization Approach to Fair ML—0
Locating disparities in machine learningCode0
Imputation Strategies Under Clinical Presence: Impact on Algorithmic FairnessCode0
Dbias: Detecting biases and ensuring Fairness in news articles—0
Finding Reusable Machine Learning Components to Build Programming Language Processing Pipelines—0
Fairness Based Energy-Efficient 3D Path Planning of a Portable Access Point: A Deep Reinforcement Learning Approach—0
D-BIAS: A Causality-Based Human-in-the-Loop System for Tackling Algorithmic Bias—0
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All datasetsBAF – BaseBAF – Variant IBAF – Variant IIBAF – Variant IIIBAF – Variant IVBAF – Variant VDiveFaceMORPHUTKFace

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