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Fairness

Papers

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Showing 4651–4700 of 5676 papers

TitleStatusHype
Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML—0
Can I Trust My Fairness Metric? Assessing Fairness with Unlabeled Data and Bayesian Inference—0
Can I trust my fake data -- A comprehensive quality assessment framework for synthetic tabular data in healthcare—0
Can large language models be privacy preserving and fair medical coders?—0
Can Machine Learning Assist in Diagnosis of Primary Immune Thrombocytopenia? A feasibility study—0
Can Model Compression Improve NLP Fairness—0
Can One Embedding Fit All? A Multi-Interest Learning Paradigm Towards Improving User Interest Diversity Fairness—0
Can Querying for Bias Leak Protected Attributes? Achieving Privacy With Smooth Sensitivity—0
Can Synthetic Data be Fair and Private? A Comparative Study of Synthetic Data Generation and Fairness Algorithms—0
Can We Improve Model Robustness through Secondary Attribute Counterfactuals?—0
Can We Trust AI Agents? A Case Study of an LLM-Based Multi-Agent System for Ethical AI—0
Can We Trust Machine Learning? The Reliability of Features from Open-Source Speech Analysis Tools for Speech Modeling—0
Developing a Novel Holistic, Personalized Dementia Risk Prediction Model via Integration of Machine Learning and Network Systems Biology Approaches—0
Capuchin: Causal Database Repair for Algorithmic Fairness—0
CARMA: Fair and efficient bottleneck congestion management via non-tradable karma credits—0
Casual Conversations v2: Designing a large consent-driven dataset to measure algorithmic bias and robustness—0
CAT: Controllable Attribute Translation for Fair Facial Attribute Classification—0
Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces—0
Causal-Aware Intelligent QoE Optimization for VR Interaction with Adaptive Keyframe Extraction—0
Causal Conceptions of Fairness and their Consequences—0
Causal Dependence Plots—0
Causal Discovery for Fairness—0
Causal Equal Protection as Algorithmic Fairness—0
Causal Explanations and XAI—0
Causal Fair Metric: Bridging Causality, Individual Fairness, and Adversarial Robustness—0
Causal Fairness Analysis—0
Causal Fairness for Outcome Control—0
Causal Fairness-Guided Dataset Reweighting using Neural Networks—0
Causal Fairness under Unobserved Confounding: A Neural Sensitivity Framework—0
Causal Feature Selection for Responsible Machine Learning—0
Causal foundations of bias, disparity and fairness—0
Causal Inference for Recommendation: Foundations, Methods and Applications—0
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond—0
Causal Inference Tools for a Better Evaluation of Machine Learning—0
Causal Inference under Data Restrictions—0
Causal Inference with Deep Causal Graphs—0
Causal Intervention for Fairness in Multi-behavior Recommendation—0
Causal Interventions for Fairness—0
Causality-Aided Trade-off Analysis for Machine Learning Fairness—0
Causality and "In-the-Wild" Video-Based Person Re-ID: A Survey—0
Causality-based Neural Network Repair—0
Causality in Neural Networks -- An Extended Abstract—0
Causality Is Key to Understand and Balance Multiple Goals in Trustworthy ML and Foundation Models—0
Causal Learning for Socially Responsible AI—0
Causal Learning for Trustworthy Recommender Systems: A Survey—0
Causally Driven Incremental Multi Touch Attribution Using a Recurrent Neural Network—0
Causally Fair Node Classification on Non-IID Graph Data—0
Causal Machine Learning: A Survey and Open Problems—0
Causal Mediation Analysis with Hidden Confounders—0
Causal Multi-Level Fairness—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