SOTAVerified

Fairness

Papers

Showing 18011810 of 5676 papers

TitleStatusHype
A Practical guide on Explainable AI Techniques applied on Biomedical use case applications0
A Fair Federated Learning Framework With Reinforcement Learning0
Can We Trust Machine Learning? The Reliability of Features from Open-Source Speech Analysis Tools for Speech Modeling0
Can We Trust AI Agents? A Case Study of an LLM-Based Multi-Agent System for Ethical AI0
Approximating Fair k-Min-Sum-Radii in Euclidean Space0
A Comprehensive Study on Dataset Distillation: Performance, Privacy, Robustness and Fairness0
Can We Improve Model Robustness through Secondary Attribute Counterfactuals?0
Approximate Heavily-Constrained Learning with Lagrange Multiplier Models0
Can Synthetic Data be Fair and Private? A Comparative Study of Synthetic Data Generation and Fairness Algorithms0
Approximate Birkhoff-von-Neumann decomposition: a differentiable approach0
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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