SOTAVerified

Fairness

Papers

Showing 20762100 of 5676 papers

TitleStatusHype
Creating a Discipline-specific Commons for Infectious Disease Epidemiology0
Fairness Hacking: The Malicious Practice of Shrouding Unfairness in Algorithms0
Finetuning Text-to-Image Diffusion Models for FairnessCode1
Step by Step to Fairness: Attributing Societal Bias in Task-oriented Dialogue Systems0
Search-Based Fairness Testing: An Overview0
Keystroke Verification Challenge (KVC): Biometric and Fairness Benchmark Evaluation0
Fair Supervised Learning with A Simple Random Sampler of Sensitive AttributesCode0
Patience ensures fairness0
Counterfactually Fair RepresentationCode0
Is a Seat at the Table Enough? Engaging Teachers and Students in Dataset Specification for ML in Education0
Fair Wasserstein Coresets0
All Should Be Equal in the Eyes of Language Models: Counterfactually Aware Fair Text GenerationCode0
Kantian Deontology Meets AI Alignment: Towards Morally Grounded Fairness Metrics0
FireMatch: A Semi-Supervised Video Fire Detection Network Based on Consistency and Distribution Alignment0
FEIR: Quantifying and Reducing Envy and Inferiority for Fair Recommendation of Limited ResourcesCode0
Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMsCode1
Cross-Silo Federated Learning Across Divergent Domains with Iterative Parameter AlignmentCode0
Holistic Evaluation of Text-To-Image Models0
When Fairness Meets Privacy: Exploring Privacy Threats in Fair Binary Classifiers via Membership Inference Attacks0
Loss Balancing for Fair Supervised LearningCode0
Ultimatum game: regret or fairness?0
The Fairness Stitch: Unveiling the Potential of Model Stitching in Neural Network De-BiasingCode0
Kindness in Multi-Agent Reinforcement Learning0
Strong statistical parity through fair synthetic data0
FinA: Fairness of Adverse Effects in Decision-Making of Human-Cyber-Physical-System0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86Unverified
21D-CSNNPredictive Equality (age)97.8Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96Unverified