SOTAVerified

Fairness

Papers

Showing 15011525 of 5676 papers

TitleStatusHype
Fair Graph Representation Learning via Sensitive Attribute DisentanglementCode0
Fairness in Reinforcement Learning: A Survey0
Bridging the Gap: Protocol Towards Fair and Consistent Affect AnalysisCode0
Fair Mixed Effects Support Vector MachineCode0
Advantageous and disadvantageous inequality aversion can be taught through vicarious learning of others' preferences0
Is the panel fair? Evaluating panel compositions through network analysis. The case of research assessments in Italy0
Trustworthy AI-Generative Content for Intelligent Network Service: Robustness, Security, and Fairness0
Aequitas Flow: Streamlining Fair ML ExperimentationCode4
Testing the Fairness-Accuracy Improvability of Algorithms0
Mitigating Bias Using Model-Agnostic Data Attribution0
LLMs with Personalities in Multi-issue Negotiation Games0
The Silicon Ceiling: Auditing GPT's Race and Gender Biases in Hiring0
Beyond human subjectivity and error: a novel AI grading system0
A Unified Post-Processing Framework for Group Fairness in ClassificationCode1
Differentially Private Post-Processing for Fair RegressionCode0
Hire Me or Not? Examining Language Model's Behavior with Occupation AttributesCode0
FairMonitor: A Dual-framework for Detecting Stereotypes and Biases in Large Language Models0
Towards Fairness in Provably Communication-Efficient Federated Recommender Systems0
Holistic Evaluation Metrics: Use Case Sensitive Evaluation Metrics for Federated Learning0
A Normative Framework for Benchmarking Consumer Fairness in Large Language Model Recommender System0
The Trade-off between Performance, Efficiency, and Fairness in Adapter Modules for Text Classification0
How to Diversify any Personalized Recommender? A User-centric Pre-processing approach0
Fair Risk Control: A Generalized Framework for Calibrating Multi-group Fairness Risks0
Learning under Imitative Strategic Behavior with Unforeseeable OutcomesCode0
Understanding Position Bias Effects on Fairness in Social Multi-Document Summarization0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86Unverified
21D-CSNNPredictive Equality (age)97.8Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96Unverified