SOTAVerified

Fairness

Papers

Showing 201225 of 5676 papers

TitleStatusHype
Source framing triggers systematic evaluation bias in Large Language Models0
Enabling Group Fairness in Graph Unlearning via Bi-level Debiasing0
Bias and Generalizability of Foundation Models across Datasets in Breast Mammography0
Fair Clustering via Alignment0
Toward Fair Federated Learning under Demographic Disparities and Data ImbalanceCode0
Towards Fair In-Context Learning with Tabular Foundation ModelsCode0
Fairness-aware Bayes optimal functional classification0
Detecting Prefix Bias in LLM-based Reward Models0
Joint Optimization of User Association and Resource Allocation for Load Balancing With Multi-Level Fairness0
Max-Min Fairness in Stacked Intelligent Metasurface-Aided Rate Splitting Networks0
Aggregating Concepts of Accuracy and Fairness in Prediction Algorithms0
Wireless Link Scheduling with State-Augmented Graph Neural NetworksCode0
A Unified Deterministic Channel Model for Multi-Type RIS with Reflective, Transmissive, and Polarization Operations0
Fair Play for Individuals, Foul Play for Groups? Auditing Anonymization's Impact on ML FairnessCode0
Doubly Robust Fusion of Many Treatments for Policy Learning0
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-KnowledgeCode0
Justified Evidence Collection for Argument-based AI Fairness AssuranceCode0
Must Read: A Systematic Survey of Computational PersuasionCode1
Empirical Analysis of Asynchronous Federated Learning on Heterogeneous Devices: Efficiency, Fairness, and Privacy Trade-offs0
Constrained Online Decision-Making: A Unified Framework0
Efficient Fairness Testing in Large Language Models: Prioritizing Metamorphic Relations for Bias Detection0
Fair Representation Learning for Continuous Sensitive Attributes using Expectation of Integral Probability Metrics0
Mixed-Integer Optimization for Responsible Machine Learning0
Algorithmic Tradeoffs in Fair Lending: Profitability, Compliance, and Long-Term Impact0
LiteLMGuard: Seamless and Lightweight On-Device Prompt Filtering for Safeguarding Small Language Models against Quantization-induced Risks and VulnerabilitiesCode0
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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