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Fairness

Papers

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Showing 2401–2450 of 5676 papers

TitleStatusHype
Fairness in Multi-Agent Planning—0
Fairness in Multi-agent Reinforcement Learning for Stock Trading—0
Fairness in Multi-Agent Sequential Decision-Making—0
Copying Machine Learning Classifiers—0
Fairness in Preference-based Reinforcement Learning—0
Fairness in Ranking: A Survey—0
Aggregating Concepts of Accuracy and Fairness in Prediction Algorithms—0
Fair Node Representation Learning via Adaptive Data Augmentation—0
Fairness in Recommendation: Foundations, Methods and Applications—0
Fairness in Recommendation Ranking through Pairwise Comparisons—0
Fair Off-Policy Learning from Observational Data—0
Fairness in Reinforcement Learning—0
Fairness in Reinforcement Learning: A Survey—0
Fairness in Reinforcement Learning with Bisimulation Metrics—0
Fairly Accurate: Optimizing Accuracy Parity in Fair Target-Group Detection—0
Fairness in representation: quantifying stereotyping as a representational harm—0
Fairness in Semi-supervised Learning: Unlabeled Data Help to Reduce Discrimination—0
Fairly Accurate: Learning Optimal Accuracy vs. Fairness Tradeoffs for Hate Speech Detection—0
Fairness in Streaming Submodular Maximization: Algorithms and Hardness—0
Fairness in Streaming Submodular Maximization over a Matroid Constraint—0
Fairness in Submodular Maximization over a Matroid Constraint—0
Fairness in Supervised Learning: An Information Theoretic Approach—0
Fairness in Survival Analysis: A Novel Conditional Mutual Information Augmentation Approach—0
Counterfactual Fairness Evaluation of Machine Learning Models on Educational Datasets—0
Fairness in TabNet Model by Disentangled Representation for the Prediction of Hospital No-Show—0
Fairness, Integrity, and Privacy in a Scalable Blockchain-based Federated Learning System—0
Fairness in the Eyes of the Data: Certifying Machine-Learning Models—0
A survey on fairness of large language models in e-commerce: progress, application, and challenge—0
Fairness in Visual Clustering: A Novel Transformer Clustering Approach—0
Counterfactual Fairness in Text Classification through Robustness—0
Collaborative Policy Learning for Dynamic Scheduling Tasks in Cloud-Edge-Terminal IoT Networks Using Federated Reinforcement Learning—0
FairLoRA: Unpacking Bias Mitigation in Vision Models with Fairness-Driven Low-Rank Adaptation—0
Counterfactual Fairness Is Not Demographic Parity, and Other Observations—0
Fairness Maximization among Offline Agents in Online-Matching Markets—0
Fairness measures for biometric quality assessment—0
Collaborative Machine Learning with Incentive-Aware Model Rewards—0
Counterfactual Fairness through Data Preprocessing—0
Fairness, not Emotion, Drives Socioeconomic Decision Making—0
Agents on the Bench: Large Language Model Based Multi Agent Framework for Trustworthy Digital Justice—0
How GPT-3 responds to different publics on climate change and Black Lives Matter: A critical appraisal of equity in conversational AI—0
Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder—0
Fairness of Deep Ensembles: On the interplay between per-group task difficulty and under-representation—0
Fairness of Exposure in Dynamic Recommendation—0
Counterfactual Fairness with Partially Known Causal Graph—0
Counterfactual Fair Opportunity: Measuring Decision Model Fairness with Counterfactual Reasoning—0
Fairness of Exposure in Rankings—0
Fairness of Exposure in Stochastic Bandits—0
Fairness of Machine Learning Algorithms in Demography—0
Fairness on Synthetic Visual and Thermal Mask Images—0
Collaborative Honeypot Defense in UAV Networks: A Learning-Based Game Approach—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