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Fairness

Papers

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Showing 3501–3550 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
Towards Energy-Aware Federated Learning on Battery-Powered ClientsCode0
Towards Fair Conversational Recommender Systems—0
Practitioners Versus Users: A Value-Sensitive Evaluation of Current Industrial Recommender System Design—0
Bias Reducing Multitask Learning on Mental Health Prediction—0
Counterfactual Fairness Is Basically Demographic Parity—0
Shap-CAM: Visual Explanations for Convolutional Neural Networks based on Shapley Value—0
Bias and Fairness in Computer Vision Applications of the Criminal Justice System—0
ACE: Adaptive Constraint-aware Early Stopping in Hyperparameter Optimization—0
FedDRL: Deep Reinforcement Learning-based Adaptive Aggregation for Non-IID Data in Federated Learning—0
A Lightweight Transmission Parameter Selection Scheme Using Reinforcement Learning for LoRaWAN—0
Measuring Commonality in Recommendation of Cultural Content: Recommender Systems to Enhance Cultural Citizenship—0
De-biased Representation Learning for Fairness with Unreliable Labels—0
Streaming Algorithms for Diversity Maximization with Fairness ConstraintsCode0
Multi-Agent Reinforcement Learning for Long-Term Network Resource Allocation through Auction: a V2X Application—0
An Equity-Aware Recommender System for Curating Art Exhibits Based on Locally-Constrained Graph Matching—0
Multiple Attribute Fairness: Application to Fraud Detection—0
Should Bank Stress Tests Be Fair?—0
Fairness and Randomness in Machine Learning: Statistical Independence and Relativization—0
Towards Soft Fairness in Restless Multi-Armed Bandits—0
Causal foundations of bias, disparity and fairness—0
Debiasing Deep Chest X-Ray Classifiers using Intra- and Post-processing MethodsCode0
A Learning and Control Perspective for Microfinance—0
Estimating and Controlling for Equalized Odds via Sensitive Attribute Predictors—0
Innovations in Neural Data-to-text Generation: A Survey—0
A Survey on Trustworthy Recommender Systems—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