SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3601–3650 of 5676 papers

TitleStatusHype
Time-consistent pension policy with minimum guarantee and sustainability constraint—0
To Be Forgotten or To Be Fair: Unveiling Fairness Implications of Machine Unlearning Methods—0
To be Robust and to be Fair: Aligning Fairness with Robustness—0
How Does Topology Bias Distort Message Passing? A Dirichlet Energy Perspective—0
To the Fairness Frontier and Beyond: Identifying, Quantifying, and Optimizing the Fairness-Accuracy Pareto Frontier—0
Toward a better trade-off between performance and fairness with kernel-based distribution matching—0
Toward A Logical Theory Of Fairness and Bias—0
Toward Automated Detection of Biased Social Signals from the Content of Clinical Conversations—0
Toward Automatic Group Membership Annotation for Group Fairness Evaluation—0
Toward Fairer Face Recognition Datasets—0
Toward Fair Facial Expression Recognition with Improved Distribution Alignment—0
Toward Fair Graph Neural Networks Via Dual-Teacher Knowledge Distillation—0
Toward Fairness in AI for People with Disabilities: A Research Roadmap—0
Toward Fairness in Speech Recognition: Discovery and mitigation of performance disparities—0
Toward Fairness in Text Generation via Mutual Information Minimization based on Importance Sampling—0
Toward Fairness Through Fair Multi-Exit Framework for Dermatological Disease Diagnosis—0
Toward Fairness via Maximum Mean Discrepancy Regularization on Logits Space—0
A Systematic Literature Review of Human-Centered, Ethical, and Responsible AI—0
Toward Operationalizing Pipeline-aware ML Fairness: A Research Agenda for Developing Practical Guidelines and Tools—0
Toward Pareto Efficient Fairness-Utility Trade-off inRecommendation through Reinforcement Learning—0
Towards Accuracy-Fairness Paradox: Adversarial Example-based Data Augmentation for Visual Debiasing—0
Copycats: the many lives of a publicly available medical imaging dataset—0
Toward a Fairness-Aware Scoring System for Algorithmic Decision-Making—0
Towards Algorithmic Fairness in Space-Time: Filling in Black Holes—0
Towards Algorithmic Transparency: A Diversity Perspective—0
Towards a Measure of Individual Fairness for Deep Learning—0
Towards an AI Accountability Policy—0
Towards an In-Depth Comprehension of Case Relevance for Better Legal Retrieval—0
Towards an Operational Responsible AI Framework for Learning Analytics in Higher Education—0
Towards a Responsible AI Development Lifecycle: Lessons From Information Security—0
Probing GNN Explainers: A Rigorous Theoretical and Empirical Analysis of GNN Explanation Methods—0
Towards A Scalable Solution for Improving Multi-Group Fairness in Compositional Classification—0
Towards a Single ASR Model That Generalizes to Disordered Speech—0
Towards a Socially Acceptable Competitive Equilibrium in Energy Markets—0
Towards Auditability for Fairness in Deep Learning—0
Towards Auditing Unsupervised Learning Algorithms and Human Processes For Fairness—0
Towards Better Fairness-Utility Trade-off: A Comprehensive Measurement-Based Reinforcement Learning Framework—0
Towards Bridging the FL Performance-Explainability Trade-Off: A Trustworthy 6G RAN Slicing Use-Case—0
Towards Carbon-Free Electricity: A Flow-Based Framework for Power Grid Carbon Accounting and Decarbonization—0
Rethinking Certification for Trustworthy Machine Learning-Based Applications—0
Towards classification parity across cohorts—0
Towards clinical AI fairness: A translational perspective—0
Towards Clinical AI Fairness: Filling Gaps in the Puzzle—0
Towards Collaborative Fairness in Federated Learning Under Imbalanced Covariate Shift—0
Towards Communication Efficient and Fair Federated Personalized Sequential Recommendation—0
Towards Deep Learning Models Resistant to Transfer-based Adversarial Attacks via Data-centric Robust Learning—0
Towards detecting unanticipated bias in Large Language Models—0
Towards Efficient Pareto-optimal Utility-Fairness between Groups in Repeated Rankings—0
Towards Environmentally Equitable AI—0
Towards Equal Gender Representation in the Annotations of Toxic Language Detection—0
Show:102550
← PrevPage 73 of 114Next →
All datasetsBAF – BaseBAF – Variant IBAF – Variant IIBAF – Variant IIIBAF – Variant IVBAF – Variant VDiveFaceMORPHUTKFace

Benchmark Results

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