SOTAVerified

Fairness

Papers

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Showing 3576–3600 of 5676 papers

TitleStatusHype
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
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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