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Fairness

Papers

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Showing 1751–1800 of 5676 papers

TitleStatusHype
A Case Study Exploring the Current Landscape of Synthetic Medical Record Generation with Commercial LLMs—0
EMO-Debias: Benchmarking Gender Debiasing Techniques in Multi-Label Speech Emotion Recognition—0
Causal Inference with Deep Causal Graphs—0
Causal Inference under Data Restrictions—0
Causal Inference Tools for a Better Evaluation of Machine Learning—0
Are demographically invariant models and representations in medical imaging fair?—0
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond—0
Causal Inference for Recommendation: Foundations, Methods and Applications—0
Are Conventional SNNs Really Efficient? A Perspective from Network Quantization—0
Causal foundations of bias, disparity and fairness—0
Causal Feature Selection for Responsible Machine Learning—0
Are Commercial Face Detection Models as Biased as Academic Models?—0
α-Fairness User Pairing for Downlink NOMA Systems with Imperfect Successive Interference Cancellation—0
A Comprehensive Survey on Trustworthy Graph Neural Networks: Privacy, Robustness, Fairness, and Explainability—0
Causal Fairness under Unobserved Confounding: A Neural Sensitivity Framework—0
Causal Fairness-Guided Dataset Reweighting using Neural Networks—0
An Equity-Aware Recommender System for Curating Art Exhibits Based on Locally-Constrained Graph Matching—0
Causal Fairness for Outcome Control—0
Causal Fairness Analysis—0
Are Big Recommendation Models Fair to Cold Users?—0
Causal Fair Metric: Bridging Causality, Individual Fairness, and Adversarial Robustness—0
Causal Explanations and XAI—0
Causal Equal Protection as Algorithmic Fairness—0
Causal Discovery for Fairness—0
A Rate-Splitting Strategy to Enable Joint Radar Sensing and Communication with Partial CSIT—0
A Fairness-Driven Method for Learning Human-Compatible Negotiation Strategies—0
A Comprehensive Survey on Trustworthy Recommender Systems—0
A Capabilities Approach to Studying Bias and Harm in Language Technologies—0
Causal Dependence Plots—0
A Ranking Approach to Fair Classification—0
Causal Conceptions of Fairness and their Consequences—0
A quest for a fair schedule: The Young Physicists' Tournament—0
A Fairness-aware Hybrid Recommender System—0
Causal-Aware Intelligent QoE Optimization for VR Interaction with Adaptive Keyframe Extraction—0
Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces—0
A Quantitative Evaluation of the Expressivity of BMI, Pose and Gender in Body Embeddings for Recognition and Identification—0
CAT: Controllable Attribute Translation for Fair Facial Attribute Classification—0
Casual Conversations v2: Designing a large consent-driven dataset to measure algorithmic bias and robustness—0
A Fairness Analysis on Private Aggregation of Teacher Ensembles—0
A Comprehensive Survey on the Trustworthiness of Large Language Models in Healthcare—0
Rate-Splitting Multiple Access: The First Prototype and Experimental Validation of its Superiority over SDMA and NOMA—0
CARMA: Fair and efficient bottleneck congestion management via non-tradable karma credits—0
A Pre-trained Framework for Multilingual Brain Decoding Using Non-invasive Recordings—0
Capuchin: Causal Database Repair for Algorithmic Fairness—0
A Pre-processing Method for Fairness in Ranking—0
A Fair Generative Model Using Total Variation Distance—0
A Comprehensive Survey of Bias in LLMs: Current Landscape and Future Directions—0
A Canonical Data Transformation for Achieving Inter- and Within-group Fairness—0
Fair Risk Minimization under Causal Path-Specific Effect Constraints—0
Developing a Novel Holistic, Personalized Dementia Risk Prediction Model via Integration of Machine Learning and Network Systems Biology Approaches—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