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Fairness

Papers

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Showing 3301–3350 of 5676 papers

TitleStatusHype
Locating disparities in machine learningCode0
A Novel Regularization Approach to Fair ML—0
Imputation Strategies Under Clinical Presence: Impact on Algorithmic FairnessCode0
RuDi: Explaining Behavior Sequence Models by Automatic Statistics Generation and Rule DistillationCode1
Dbias: Detecting biases and ensuring Fairness in news articles—0
Analyzing Fairness in Deepfake Detection With Massively Annotated DatabasesCode1
Finding Reusable Machine Learning Components to Build Programming Language Processing Pipelines—0
D-BIAS: A Causality-Based Human-in-the-Loop System for Tackling Algorithmic Bias—0
Fairness Based Energy-Efficient 3D Path Planning of a Portable Access Point: A Deep Reinforcement Learning Approach—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
FedDRL: Deep Reinforcement Learning-based Adaptive Aggregation for Non-IID Data in Federated Learning—0
ACE: Adaptive Constraint-aware Early Stopping in Hyperparameter Optimization—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
Innovations in Neural Data-to-text Generation: A Survey—0
Estimating and Controlling for Equalized Odds via Sensitive Attribute Predictors—0
A Survey on Trustworthy Recommender Systems—0
Handling Data Heterogeneity in Federated Learning via Knowledge Distillation and FusionCode0
Exploring the Impact of Temporal Bias in Point-of-Interest RecommendationCode0
Causal Fairness Analysis—0
Algorithmic Fairness in Business Analytics: Directions for Research and Practice—0
Toward Fairness in Speech Recognition: Discovery and mitigation of performance disparities—0
FairGRAPE: Fairness-aware GRAdient Pruning mEthod for Face Attribute ClassificationCode1
Towards Fairness-Aware Multi-Objective Optimization—0
Verifying Fairness in Quantum Machine LearningCode0
Network Revenue Management with Demand Learning and Fair Resource-Consumption Balancing—0
Joint Proportional Fairness Scheduling Using Iterative Search for mmWave Concurrent Transmission—0
GBDF: Gender Balanced DeepFake Dataset Towards Fair DeepFake DetectionCode1
FOCUS: Fairness via Agent-Awareness for Federated Learning on Heterogeneous Data—0
Detecting Shortcut Learning for Fair Medical AI using Shortcut Testing—0
Mitigating Algorithmic Bias with Limited AnnotationsCode0
AI Fairness: from Principles to Practice—0
Measuring and signing fairness as performance under multiple stakeholder distributions—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