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Fairness

Papers

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Showing 1651–1675 of 5676 papers

TitleStatusHype
From Discrete to Continuous: Deep Fair Clustering With Transferable Representations—0
A Fairness-Oriented Reinforcement Learning Approach for the Operation and Control of Shared Micromobility ServicesCode0
FairerCLIP: Debiasing CLIP's Zero-Shot Predictions using Functions in RKHSs—0
Clean-image Backdoor Attacks—0
Open Conversational LLMs do not know most Spanish words—0
Navigating Fairness: Practitioners' Understanding, Challenges, and Strategies in AI/ML Development—0
Protected group bias and stereotypes in Large Language Models—0
How to be fair? A study of label and selection bias—0
Analysing and Organising Human Communications for AI Fairness-Related Decisions: Use Cases from the Public Sector—0
High-confidence pseudo-labels for domain adaptation in COVID-19 detection—0
Optimal Transport for Fairness: Archival Data Repair using Small Research Data Sets—0
The Journey to Trustworthy AI: Pursuit of Pragmatic Frameworks—0
Probabilistic Circuits with Constraints via Convex Optimization—0
FairSTG: Countering performance heterogeneity via collaborative sample-level optimization—0
FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization—0
Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression—0
Auditing Fairness under Unobserved ConfoundingCode0
Human-in-the-Loop AI for Cheating Ring Detection—0
Near-Optimal Solutions of Constrained Learning Problems—0
Fair Distributed Cooperative Bandit Learning on Networks for Intelligent Internet of Things Systems (Technical Report)—0
COVID-19 detection from pulmonary CT scans using a novel EfficientNet with attention mechanismCode0
Unsupervised Learning for Equitable DER Control—0
JustQ: Automated Deployment of Fair and Accurate Quantum Neural Networks—0
Whose Side Are You On? Investigating the Political Stance of Large Language ModelsCode0
Leveraging Synthetic Data for Generalizable and Fair Facial Action Unit Detection—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