SOTAVerified

Fairness

Papers

Showing 726750 of 5676 papers

TitleStatusHype
Balancing Competing Objectives with Noisy Data: Score-Based Classifiers for Welfare-Aware Machine LearningCode0
Balancing Efficiency and Fairness in On-Demand RidesourcingCode0
Addressing Marketing Bias in Product RecommendationsCode0
Balancing Fairness and Accuracy in Sentiment Detection using Multiple Black Box ModelsCode0
Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit RateCode0
Expressive Monotonic Neural NetworksCode0
Addressing Missing Sources with Adversarial Support-MatchingCode0
Certified Defense on the Fairness of Graph Neural NetworksCode0
Estimating the Hessian Matrix of Ranking Objectives for Stochastic Learning to Rank with Gradient Boosted TreesCode0
ALTER: Auxiliary Text Rewriting Tool for Natural Language GenerationCode0
Addressing multiple metrics of group fairness in data-driven decision makingCode0
ALUE: Arabic Language Understanding EvaluationCode0
Evaluating ChatGPT-4 Vision on Brazil's National Undergraduate Computer Science ExamCode0
Balancing the Scales: Reinforcement Learning for Fair ClassificationCode0
Balancing the Tradeoff between Profit and Fairness in Rideshare Platforms During High-Demand HoursCode0
Balancing Utility and Fairness in Submodular Maximization (Technical Report)Code0
Weak Proxies are Sufficient and Preferable for Fairness with Missing Sensitive AttributesCode0
Algorithms and Learning for Fair Portfolio DesignCode0
EiX-GNN : Concept-level eigencentrality explainer for graph neural networksCode0
Automating Data Annotation under Strategic Human Agents: Risks and Potential SolutionsCode0
Exacerbating Algorithmic Bias through Fairness AttacksCode0
An Algorithmic Framework for Fairness ElicitationCode0
Efficient Estimation of Shortest-Path Distance Distributions to Samples in GraphsCode0
Policy Learning with Observational DataCode0
Automatic Feature Fairness in Recommendation via AdversariesCode0
Show:102550
← PrevPage 30 of 228Next →

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