SOTAVerified

Fairness

Papers

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Showing 2526–2550 of 5676 papers

TitleStatusHype
Dikaios: Privacy Auditing of Algorithmic Fairness via Attribute Inference Attacks—0
Digital Ethics in Federated Learning—0
A Local Search Framework for Experimental Design—0
Diffuse-UDA: Addressing Unsupervised Domain Adaptation in Medical Image Segmentation with Appearance and Structure Aligned Diffusion Models—0
Differentiated Federated Reinforcement Learning Based Traffic Offloading on Space-Air-Ground Integrated Networks—0
Differential Privacy, Linguistic Fairness, and Training Data Influence: Impossibility and Possibility Theorems for Multilingual Language Models—0
Differential privacy enables fair and accurate AI-based analysis of speech disorders while protecting patient data—0
Balancing Fairness and Accuracy in Data-Restricted Binary Classification—0
Almost Group Envy-free Allocation of Indivisible Goods and Chores—0
Achieving Fairness in Dermatological Disease Diagnosis through Automatic Weight Adjusting Federated Learning and Personalization—0
Differential Privacy and Fairness in Decisions and Learning Tasks: A Survey—0
Differentially Private Tabular Data Synthesis using Large Language Models—0
Balancing Accuracy and Fairness for Interactive Recommendation with Reinforcement Learning—0
Differentially Private Fair Learning—0
Differentially Private Empirical Risk Minimization under the Fairness Lens—0
Balanced Ranking with Diversity Constraints—0
(Almost) Envy-Free, Proportional and Efficient Allocations of an Indivisible Mixed Manna—0
Differentially Empirical Risk Minimization under the Fairness Lens—0
Differentially Private Data Release on Graphs: Inefficiencies and Unfairness—0
Differentially Private and Fair Deep Learning: A Lagrangian Dual Approach—0
Differentially Private and Fair Classification via Calibrated Functional Mechanism—0
Balanced House Allocation—0
Differential Adjusted Parity for Learning Fair Representations—0
Differentiable Optimal Adversaries for Learning Fair Representations—0
Balanced Filtering via Disclosure-Controlled Proxies—0
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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