SOTAVerified

Fairness

Papers

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Showing 1426–1450 of 5676 papers

TitleStatusHype
Significance of Chain of Thought in Gender Bias Mitigation for English-Dravidian Machine Translation—0
Towards Standardizing AI Bias Exploration—0
Differentially Private Clustered Federated Learning—0
Expert-Guided Extinction of Toxic Tokens for Debiased Generation—0
CheXpert Plus: Augmenting a Large Chest X-ray Dataset with Text Radiology Reports, Patient Demographics and Additional Image FormatsCode2
Promoting Two-sided Fairness in Dynamic Vehicle Routing Problem—0
Measuring and Mitigating Bias for Tabular Datasets with Multiple Protected AttributesCode1
Hate Speech Detection with Generalizable Target-aware FairnessCode0
The Impossibility of Fair LLMs—0
Single-Loop Stochastic Algorithms for Difference of Max-Structured Weakly Convex Functions—0
Low-rank finetuning for LLMs: A fairness perspective—0
Understanding Intrinsic Socioeconomic Biases in Large Language Models—0
Post-Fair Federated Learning: Achieving Group and Community Fairness in Federated Learning via Post-processing—0
Can We Trust Recommender System Fairness Evaluation? The Role of Fairness and RelevanceCode0
Bias in Motion: Theoretical Insights into the Dynamics of Bias in SGD Training—0
FedSAC: Dynamic Submodel Allocation for Collaborative Fairness in Federated LearningCode0
Learn to be Fair without Labels: a Distribution-based Learning Framework for Fair Ranking—0
Back to the Drawing Board for Fair Representation Learning—0
Towards Clinical AI Fairness: Filling Gaps in the Puzzle—0
A Mobility Equity Metric for Multi-Modal Intelligent Transportation Systems—0
Probabilistically Plausible Counterfactual Explanations with Normalizing Flows—0
On Fairness of Low-Rank Adaptation of Large ModelsCode0
Advancing Cultural Inclusivity: Optimizing Embedding Spaces for Balanced Music Recommendations—0
Probabilistic Verification of Neural Networks using Branch and BoundCode0
Exploring Fairness in Educational Data Mining in the Context of the Right to be Forgotten—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