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Fairness

Papers

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Showing 851–875 of 5676 papers

TitleStatusHype
Bias mitigation techniques in image classification: fair machine learning in human heritage collections—0
Bias Neutralization Framework: Measuring Fairness in Large Language Models with Bias Intelligence Quotient (BiQ)—0
Causality and "In-the-Wild" Video-Based Person Re-ID: A Survey—0
A Bandit-Based Algorithm for Fairness-Aware Hyperparameter Optimization—0
Bias Reducing Multitask Learning on Mental Health Prediction—0
Balanced House Allocation—0
Bias Similarity Across Large Language Models—0
Bias-Tolerant Fair Classification—0
Bicriteria Approximation Algorithms for Priority Matroid Median—0
BiFair: A Fairness-aware Training Framework for LLM-enhanced Recommender Systems via Bi-level Optimization—0
A new framework for prognostics in decentralized industries: Enhancing fairness, security, and transparency through Blockchain and Federated Learning—0
Advantageous and disadvantageous inequality aversion can be taught through vicarious learning of others' preferences—0
Load Balancing in Federated Learning—0
Balanced Filtering via Disclosure-Controlled Proxies—0
A new look at fairness in stochastic multi-armed bandit problems—0
A Broader View on Bias in Automated Decision-Making: Reflecting on Epistemology and Dynamics—0
BadFair: Backdoored Fairness Attacks with Group-conditioned Triggers—0
BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge—0
All of the Fairness for Edge Prediction with Optimal Transport—0
Black Feminist Musings on Algorithmic Oppression—0
Causal Interventions for Fairness—0
BLAZE: Blazing Fast Privacy-Preserving Machine Learning—0
An example of prediction which complies with Demographic Parity and equalizes group-wise risks in the context of regression—0
Blind Pareto Fairness and Subgroup Robustness—0
Causality-based Neural Network Repair—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