SOTAVerified

Fairness

Papers

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Showing 2176–2200 of 5676 papers

TitleStatusHype
Fair Meta-Learning: Learning How to Learn Fairly—0
Fair Meta-Learning For Few-Shot Classification—0
Collusion Detection with Graph Neural Networks—0
Adversarial training approach for local data debiasing—0
Fair Matrix Factorisation for Large-Scale Recommender Systems—0
Collision Cross-entropy for Soft Class Labels and Deep Clustering—0
FairMatch: A Graph-based Approach for Improving Aggregate Diversity in Recommender Systems—0
Fair mapping—0
Fair Minimum Representation Clustering via Integer Programming—0
Combinatorial Sleeping Bandits with Fairness Constraints—0
FairMixRep : Self-supervised Robust Representation Learning for Heterogeneous Data with Fairness constraints—0
College Student Retention Risk Analysis From Educational Database using Multi-Task Multi-Modal Neural Fusion—0
Accelerating Spectral Clustering under Fairness Constraints—0
Combining Machine Learning Defenses without Conflicts—0
FairMobi-Net: A Fairness-aware Deep Learning Model for Urban Mobility Flow Generation—0
ComFairGNN: Community Fair Graph Neural Network—0
Fair Models in Credit: Intersectional Discrimination and the Amplification of Inequity—0
FairEGM: Fair Link Prediction and Recommendation via Emulated Graph Modification—0
FairMonitor: A Dual-framework for Detecting Stereotypes and Biases in Large Language Models—0
Fair MP-BOOST: Fair and Interpretable Minipatch Boosting—0
FairMT-Bench: Benchmarking Fairness for Multi-turn Dialogue in Conversational LLMs—0
Fair Multi-Exit Framework for Facial Attribute Classification—0
Fair Multi-party Machine Learning -- a Game Theoretic approach—0
Comparative Analysis of Multi-Agent Reinforcement Learning Policies for Crop Planning Decision Support—0
Network Revenue Management with Demand Learning and Fair Resource-Consumption Balancing—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