SOTAVerified

Fairness

Papers

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Showing 2426–2450 of 5676 papers

TitleStatusHype
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