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Fairness

Papers

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Showing 3501–3550 of 5676 papers

TitleStatusHype
FairPO: Robust Preference Optimization for Fair Multi-Label Learning—0
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments—0
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments—0
Fair Prediction with Endogenous Behavior—0
Fairness Violations and Mitigation under Covariate Shift—0
FairPrep: Promoting Data to a First-Class Citizen in Studies on Fairness-Enhancing Interventions—0
Fair Principal Component Analysis and Filter Design—0
Fairpriori: Improving Biased Subgroup Discovery for Deep Neural Network Fairness—0
FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis—0
FAIR-QR: Enhancing Fairness-aware Information Retrieval through Query Refinement—0
FairQuant: Certifying and Quantifying Fairness of Deep Neural Networks—0
Fair quantile regression—0
FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation—0
FairRAG: Fair Human Generation via Fair Retrieval Augmentation—0
Fair Railway Network Design—0
FairRank: Fairness-aware Single-tower Ranking Framework for News Recommendation—0
Fair ranking: a critical review, challenges, and future directions—0
FairREAD: Re-fusing Demographic Attributes after Disentanglement for Fair Medical Image Classification—0
Fair Regression under Sample Selection Bias—0
Fair regression via plug-in estimator and recalibration with statistical guarantees—0
Fair Regression with Wasserstein Barycenters—0
Fair Reinforcement Learning Algorithm for PV Active Control in LV Distribution Networks—0
Fair Representation Clustering with Several Protected Classes—0
Fair Representation Learning for Continuous Sensitive Attributes using Expectation of Integral Probability Metrics—0
Fair Representation Learning through Implicit Path Alignment—0
Fair Representation Learning using Interpolation Enabled Disentanglement—0
Fair Representations by Compression—0
Fair Resource Allocation for Demands with Sharp Lower Tail Inequalities—0
Fair Resource Allocation in Federated Learning—0
Fair Resource Allocation in Virtualized O-RAN Platforms—0
Fair Resource Allocation in Weakly Coupled Markov Decision Processes—0
Fair Risk Control: A Generalized Framework for Calibrating Multi-group Fairness Risks—0
FairRoad: Achieving Fairness for Recommender Systems with Optimized Antidote Data—0
Fair Robust Active Learning by Joint Inconsistency—0
FairSAM: Fair Classification on Corrupted Data Through Sharpness-Aware Minimization—0
FairSample: Training Fair and Accurate Graph Convolutional Neural Networks Efficiently—0
Fair SA: Sensitivity Analysis for Fairness in Face Recognition—0
Fair Scheduling for Time-dependent Resources—0
FairSearch: A Tool For Fairness in Ranked Search Results—0
FairSense-AI: Responsible AI Meets Sustainability—0
On Meritocracy in Optimal Set Selection—0
FAIR-SIGHT: Fairness Assurance in Image Recognition via Simultaneous Conformal Thresholding and Dynamic Output Repair—0
FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization—0
FairSISA: Ensemble Post-Processing to Improve Fairness of Unlearning in LLMs—0
Fair Sortition Made Transparent—0
Fair Sparse Regression with Clustering: An Invex Relaxation for a Combinatorial Problem—0
Fair Spatial Indexing: A paradigm for Group Spatial Fairness—0
FairSR: Fairness-aware Sequential Recommendation through Multi-Task Learning with Preference Graph Embeddings—0
FairSteer: Inference Time Debiasing for LLMs with Dynamic Activation Steering—0
FairST: Equitable Spatial and Temporal Demand Prediction for New Mobility 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