SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3751–3800 of 5676 papers

TitleStatusHype
Fair NLP Models with Differentially Private Text EncodersCode0
Learning Based User Scheduling in Reconfigurable Intelligent Surface Assisted Multiuser Downlink—0
"There Is Not Enough Information": On the Effects of Explanations on Perceptions of Informational Fairness and Trustworthiness in Automated Decision-Making—0
De-biasing "bias" measurementCode0
A Survey on Fairness for Machine Learning on GraphsCode0
Individual Fairness Guarantees for Neural NetworksCode0
Bias and Fairness on Multimodal Emotion Detection Algorithms—0
Is calibration a fairness requirement? An argument from the point of view of moral philosophy and decision theory—0
Don't Throw it Away! The Utility of Unlabeled Data in Fair Decision MakingCode0
Towards Intersectionality in Machine Learning: Including More Identities, Handling Underrepresentation, and Performing EvaluationCode0
Risk Preferences of Learning Algorithms—0
Evaluating the Fairness Impact of Differentially Private Synthetic Data—0
A Transparency Index Framework for AI in Education—0
A Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges—0
Towards Racially Unbiased Skin Tone Estimation via Scene Disambiguation—0
The Road to Explainability is Paved with Bias: Measuring the Fairness of Explanations—0
Rethinking Fairness: An Interdisciplinary Survey of Critiques of Hegemonic ML Fairness Approaches—0
Optimising Equal Opportunity Fairness in Model TrainingCode0
On Disentangled and Locally Fair Representations—0
Subverting Fair Image Search with Generative Adversarial Perturbations—0
Equity and Fairness of Bayesian Knowledge Tracing—0
Exploring Rawlsian Fairness for K-Means Clustering—0
Controlled Mobility for C-V2X Road Safety Reception Optimization—0
A Novel Approach to Fairness in Automated Decision-Making using Affective Normalization—0
Domain Adaptation meets Individual Fairness. And they get along—0
Open-domain Dialogue Generation: What We Can Do, Cannot Do, And Should Do Next—0
You reap what you sow: On the Challenges of Bias Evaluation Under Multilingual Settings—0
Auto-Debias: Debiasing Masked Language Models with Automated Biased Prompts—0
FairSR: Fairness-aware Sequential Recommendation through Multi-Task Learning with Preference Graph Embeddings—0
Fair Feature Subset Selection using Multiobjective Genetic Algorithm—0
Improving the Deferred Acceptance with Minimal Compromise—0
Joint Multisided Exposure Fairness for RecommendationCode0
A Human-Centric Perspective on Fairness and Transparency in Algorithmic Decision-Making—0
Maxmin Participatory BudgetingCode0
Probabilistic Permutation Graph Search: Black-Box Optimization for Fairness in RankingCode0
Justice in Misinformation Detection Systems: An Analysis of Algorithms, Stakeholders, and Potential Harms—0
RankMat : Matrix Factorization with Calibrated Distributed Embedding and Fairness Enhancement—0
KL-Mat : Fair Recommender System via Information Geometry—0
Spending Privacy Budget Fairly and Wisely—0
MovieMat: Context-aware Movie Recommendation with Matrix Factorization by Matrix Fitting—0
Study on the Fairness of Speaker Verification Systems on Underrepresented Accents in English—0
On the Relationship Between Explanations, Fairness Perceptions, and Decisions—0
Scheduling Virtual Conferences Fairly: Achieving Equitable Participant and Speaker SatisfactionCode0
SoFaiR: Single Shot Fair Representation Learning—0
Are Your Reviewers Being Treated Equally? Discovering Subgroup Structures to Improve Fairness in Spam Detection—0
Explainable Fairness in Recommendation—0
Computing the Collection of Good Models for Rule Lists—0
DACSR: Decoupled-Aggregated End-to-End Calibrated Sequential Recommendation—0
Towards Involving End-users in Interactive Human-in-the-loop AI Fairness—0
Balancing Fairness and Accuracy in Sentiment Detection using Multiple Black Box ModelsCode0
Show:102550
← PrevPage 76 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