SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3876–3900 of 5676 papers

TitleStatusHype
Utility Fairness in Contextual Dynamic Pricing with Demand Learning—0
Utility-Fairness Trade-Offs and How to Find Them—0
Utility is in the Eye of the User: A Critique of NLP Leaderboards—0
Utility Maximization for Large-Scale Cell-Free Massive MIMO Downlink—0
Value Cards: An Educational Toolkit for Teaching Social Impacts of Machine Learning through Deliberation—0
Value FULCRA: Mapping Large Language Models to the Multidimensional Spectrum of Basic Human Values—0
Value-oriented forecast reconciliation for renewables in electricity markets—0
ValuesRAG: Enhancing Cultural Alignment Through Retrieval-Augmented Contextual Learning—0
Vamsa: Automated Provenance Tracking in Data Science Scripts—0
Variable importance without impossible data—0
Variational Causal Autoencoder for Interventional and Counterfactual Queries—0
VeriContaminated: Assessing LLM-Driven Verilog Coding for Data Contamination—0
Verification of ML Systems via Reparameterization—0
Verifying Global Neural Network Specifications using Hyperproperties—0
Verifying Individual Fairness in Machine Learning Models—0
Vertical Federated Learning: Concepts, Advances and Challenges—0
Efficient Attribute Unlearning: Towards Selective Removal of Input Attributes from Feature Representations—0
VHELM: A Holistic Evaluation of Vision Language Models—0
VideolandGPT: A User Study on a Conversational Recommender System—0
Visibly Fair Mechanisms—0
Vision Language Models in Medicine—0
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision—0
Vision-Ultrasound Robotic System based on Deep Learning for Gas and Arc Hazard Detection in Manufacturing—0
Visual Analysis of Discrimination in Machine Learning—0
Visualisation and knowledge discovery from interpretable models—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