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Fairness

Papers

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Showing 51–100 of 5676 papers

TitleStatusHype
Preserving Fairness Generalization in Deepfake DetectionCode2
Fairness Evaluation for Uplift Modeling in the Absence of Ground TruthCode2
Large Language Models are Geographically BiasedCode2
Graph Condensation: A SurveyCode2
MVBench: A Comprehensive Multi-modal Video Understanding BenchmarkCode2
Adversarial attacks and defenses in explainable artificial intelligence: A surveyCode2
LEACE: Perfect linear concept erasure in closed formCode2
Coswara: A respiratory sounds and symptoms dataset for remote screening of SARS-CoV-2 infectionCode2
Counterfactual Learning on Graphs: A SurveyCode2
Synthcity: facilitating innovative use cases of synthetic data in different data modalitiesCode2
Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML EvaluationCode2
Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound PropagationCode2
Perturbation Augmentation for Fairer NLPCode2
Balanced MSE for Imbalanced Visual RegressionCode2
Dawn of the transformer era in speech emotion recognition: closing the valence gapCode2
Quantifying Memorization Across Neural Language ModelsCode2
CLAIMED, a visual and scalable component library for Trusted AICode2
A Prescription of Methodological Guidelines for Comparing Bio-inspired Optimization AlgorithmsCode2
Fairness-Aware Grouping for Continuous Sensitive Variables: Application for Debiasing Face Analysis with respect to Skin ToneCode1
Datasets for Fairness in Language Models: An In-Depth SurveyCode1
OpenGT: A Comprehensive Benchmark For Graph TransformersCode1
Towards Holistic Evaluation of Large Audio-Language Models: A Comprehensive SurveyCode1
SAKURA: On the Multi-hop Reasoning of Large Audio-Language Models Based on Speech and Audio InformationCode1
Must Read: A Systematic Survey of Computational PersuasionCode1
Mitigating Degree Bias in Graph Representation Learning with Learnable Structural Augmentation and Structural Self-AttentionCode1
Model Utility Law: Evaluating LLMs beyond Performance through Mechanism Interpretable MetricCode1
Advanced Codebook Design for SCMA-aided NTNs With Randomly Distributed UsersCode1
A Constrained Multi-Agent Reinforcement Learning Approach to Autonomous Traffic Signal ControlCode1
Fair Federated Medical Image Classification Against Quality Shift via Inter-Client Progressive State MatchingCode1
Process-Supervised LLM Recommenders via Flow-guided TuningCode1
AIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic DataCode1
CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion DetectionCode1
FairDiverse: A Comprehensive Toolkit for Fair and Diverse Information Retrieval AlgorithmsCode1
Fairness through Difference Awareness: Measuring Desired Group Discrimination in LLMsCode1
T2ISafety: Benchmark for Assessing Fairness, Toxicity, and Privacy in Image GenerationCode1
Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal RecommendationsCode1
FaceXBench: Evaluating Multimodal LLMs on Face UnderstandingCode1
ECBench: Can Multi-modal Foundation Models Understand the Egocentric World? A Holistic Embodied Cognition BenchmarkCode1
FairDiffusion: Enhancing Equity in Latent Diffusion Models via Fair Bayesian PerturbationCode1
IUST_PersonReId: A New Domain in Person Re-Identification DatasetsCode1
SPRec: Leveraging Self-Play to Debias Preference Alignment for Large Language Model-based RecommendationsCode1
Scalable Multi-Objective Reinforcement Learning with Fairness Guarantees using Lorenz DominanceCode1
Semantic-Aware Resource Management for C-V2X Platooning via Multi-Agent Reinforcement LearningCode1
SMoA: Improving Multi-agent Large Language Models with Sparse Mixture-of-AgentsCode1
Demystifying Large Language Models for Medicine: A PrimerCode1
MM-Eval: A Multilingual Meta-Evaluation Benchmark for LLM-as-a-Judge and Reward ModelsCode1
Fair Bilevel Neural Network (FairBiNN): On Balancing fairness and accuracy via Stackelberg EquilibriumCode1
Cooperation and Fairness in Multi-Agent Reinforcement LearningCode1
WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluationCode1
Neural Reasoning Networks: Efficient Interpretable Neural Networks With Automatic Textual ExplanationsCode1
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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