SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3551–3600 of 5676 papers

TitleStatusHype
Comparison of attention models and post-hoc explanation methods for embryo stage identification: a case study—0
Learning Based User Scheduling in Reconfigurable Intelligent Surface Assisted Multiuser Downlink—0
Fair NLP Models with Differentially Private Text EncodersCode0
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
A Survey on Fairness for Machine Learning on GraphsCode0
De-biasing "bias" measurementCode0
Individual Fairness Guarantees for Neural NetworksCode0
"There Is Not Enough Information": On the Effects of Explanations on Perceptions of Informational Fairness and Trustworthiness in Automated Decision-Making—0
Selective Fairness in Recommendation via PromptsCode1
Towards Intersectionality in Machine Learning: Including More Identities, Handling Underrepresentation, and Performing EvaluationCode0
Risk Preferences of Learning Algorithms—0
Don't Throw it Away! The Utility of Unlabeled Data in Fair Decision MakingCode0
A Transparency Index Framework for AI in Education—0
Evaluating the Fairness Impact of Differentially Private Synthetic Data—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
Rethinking Fairness: An Interdisciplinary Survey of Critiques of Hegemonic ML Fairness Approaches—0
The Road to Explainability is Paved with Bias: Measuring the Fairness of Explanations—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
fairlib: A Unified Framework for Assessing and Improving Classification FairnessCode1
Controlled Mobility for C-V2X Road Safety Reception Optimization—0
A Novel Approach to Fairness in Automated Decision-Making using Affective Normalization—0
Open-domain Dialogue Generation: What We Can Do, Cannot Do, And Should Do Next—0
Auto-Debias: Debiasing Masked Language Models with Automated Biased Prompts—0
You reap what you sow: On the Challenges of Bias Evaluation Under Multilingual Settings—0
Domain Adaptation meets Individual Fairness. And they get along—0
FairSR: Fairness-aware Sequential Recommendation through Multi-Task Learning with Preference Graph Embeddings—0
Fair Feature Subset Selection using Multiobjective Genetic Algorithm—0
A Human-Centric Perspective on Fairness and Transparency in Algorithmic Decision-Making—0
Improving the Deferred Acceptance with Minimal Compromise—0
Joint Multisided Exposure Fairness for RecommendationCode0
User-controllable Recommendation Against Filter BubblesCode1
Maxmin Participatory BudgetingCode0
Justice in Misinformation Detection Systems: An Analysis of Algorithms, Stakeholders, and Potential Harms—0
Probabilistic Permutation Graph Search: Black-Box Optimization for Fairness in RankingCode0
On the Relationship Between Explanations, Fairness Perceptions, and Decisions—0
KL-Mat : Fair Recommender System via Information Geometry—0
MovieMat: Context-aware Movie Recommendation with Matrix Factorization by Matrix Fitting—0
Spending Privacy Budget Fairly and Wisely—0
Study on the Fairness of Speaker Verification Systems on Underrepresented Accents in English—0
RankMat : Matrix Factorization with Calibrated Distributed Embedding and Fairness Enhancement—0
SoFaiR: Single Shot Fair Representation Learning—0
Scheduling Virtual Conferences Fairly: Achieving Equitable Participant and Speaker SatisfactionCode0
FairGAN: GANs-based Fairness-aware Learning for Recommendations with Implicit FeedbackCode1
Explainable Fairness in Recommendation—0
Show:102550
← PrevPage 72 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