SOTAVerified

Fairness

Papers

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Showing 951–975 of 5676 papers

TitleStatusHype
Can We Trust AI Agents? A Case Study of an LLM-Based Multi-Agent System for Ethical AI—0
Can We Trust Machine Learning? The Reliability of Features from Open-Source Speech Analysis Tools for Speech Modeling—0
Approximating Fair k-Min-Sum-Radii in Euclidean Space—0
Alleviating the recommendation bias via rank aggregation—0
Developing a Novel Holistic, Personalized Dementia Risk Prediction Model via Integration of Machine Learning and Network Systems Biology Approaches—0
BaBE: Enhancing Fairness via Estimation of Latent Explaining Variables—0
A Fair Federated Learning Framework With Reinforcement Learning—0
Ontology of Belief Diversity: A Community-Based Epistemological Approach—0
Capuchin: Causal Database Repair for Algorithmic Fairness—0
A Pre-processing Method for Fairness in Ranking—0
AXOLOTL: Fairness through Assisted Self-Debiasing of Large Language Model Outputs—0
CARMA: Fair and efficient bottleneck congestion management via non-tradable karma credits—0
Aligning Trustworthy AI with Democracy: A Dual Taxonomy of Opportunities and Risks—0
A Canonical Data Transformation for Achieving Inter- and Within-group Fairness—0
Rate-Splitting Multiple Access: The First Prototype and Experimental Validation of its Superiority over SDMA and NOMA—0
Correlated Equilibria for Approximate Variational Inference in MRFs—0
Casual Conversations v2: Designing a large consent-driven dataset to measure algorithmic bias and robustness—0
CAT: Controllable Attribute Translation for Fair Facial Attribute Classification—0
Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces—0
Causal-Aware Intelligent QoE Optimization for VR Interaction with Adaptive Keyframe Extraction—0
A quest for a fair schedule: The Young Physicists' Tournament—0
Causal Conceptions of Fairness and their Consequences—0
A Ranking Approach to Fair Classification—0
Causal Dependence Plots—0
Axiomatic characterizations of some simple risk-sharing rules—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