SOTAVerified

Fairness

Papers

Showing 39313940 of 5676 papers

TitleStatusHype
What's the Problem, Linda? The Conjunction Fallacy as a Fairness Problem0
"What We Can't Measure, We Can't Understand": Challenges to Demographic Data Procurement in the Pursuit of Fairness0
What will it take to generate fairness-preserving explanations?0
When Can Memorization Improve Fairness?0
Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching0
When Collaborative Filtering is not Collaborative: Unfairness of PCA for Recommendations0
When Counterfactual Reasoning Fails: Chaos and Real-World Complexity0
When does a predictor know its own loss?0
Does Data Augmentation Improve Generalization in NLP?0
When Fairness Isn't Statistical: The Limits of Machine Learning in Evaluating Legal Reasoning0
Show:102550
← PrevPage 394 of 568Next →

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