SOTAVerified

Fairness

Papers

Showing 36263650 of 5676 papers

TitleStatusHype
Towards a Measure of Individual Fairness for Deep Learning0
Towards an AI Accountability Policy0
Towards an In-Depth Comprehension of Case Relevance for Better Legal Retrieval0
Towards an Operational Responsible AI Framework for Learning Analytics in Higher Education0
Towards a Responsible AI Development Lifecycle: Lessons From Information Security0
Probing GNN Explainers: A Rigorous Theoretical and Empirical Analysis of GNN Explanation Methods0
Towards A Scalable Solution for Improving Multi-Group Fairness in Compositional Classification0
Towards a Single ASR Model That Generalizes to Disordered Speech0
Towards a Socially Acceptable Competitive Equilibrium in Energy Markets0
Towards Auditability for Fairness in Deep Learning0
Towards Auditing Unsupervised Learning Algorithms and Human Processes For Fairness0
Towards Better Fairness-Utility Trade-off: A Comprehensive Measurement-Based Reinforcement Learning Framework0
Towards Bridging the FL Performance-Explainability Trade-Off: A Trustworthy 6G RAN Slicing Use-Case0
Towards Carbon-Free Electricity: A Flow-Based Framework for Power Grid Carbon Accounting and Decarbonization0
Rethinking Certification for Trustworthy Machine Learning-Based Applications0
Towards classification parity across cohorts0
Towards clinical AI fairness: A translational perspective0
Towards Clinical AI Fairness: Filling Gaps in the Puzzle0
Towards Collaborative Fairness in Federated Learning Under Imbalanced Covariate Shift0
Towards Communication Efficient and Fair Federated Personalized Sequential Recommendation0
Towards Deep Learning Models Resistant to Transfer-based Adversarial Attacks via Data-centric Robust Learning0
Towards detecting unanticipated bias in Large Language Models0
Towards Efficient Pareto-optimal Utility-Fairness between Groups in Repeated Rankings0
Towards Environmentally Equitable AI0
Towards Equal Gender Representation in the Annotations of Toxic Language Detection0
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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