SOTAVerified

Fairness

Papers

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Showing 2001–2025 of 5676 papers

TitleStatusHype
Counterfactual Fairness through Transforming Data Orthogonal to Bias—0
Can Large Language Models (or Humans) Disentangle Text?Code0
Public Perceptions of Fairness Metrics Across Borders—0
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
How to be fair? A study of label and selection bias—0
Navigating Fairness: Practitioners' Understanding, Challenges, and Strategies in AI/ML Development—0
Protected group bias and stereotypes in Large Language Models—0
Open Conversational LLMs do not know most Spanish words—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
FairSTG: Countering performance heterogeneity via collaborative sample-level optimization—0
The Journey to Trustworthy AI: Pursuit of Pragmatic Frameworks—0
Probabilistic Circuits with Constraints via Convex Optimization—0
FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization—0
Human-in-the-Loop AI for Cheating Ring Detection—0
Fair Distributed Cooperative Bandit Learning on Networks for Intelligent Internet of Things Systems (Technical Report)—0
Near-Optimal Solutions of Constrained Learning Problems—0
Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression—0
Auditing Fairness under Unobserved ConfoundingCode0
COVID-19 detection from pulmonary CT scans using a novel EfficientNet with attention mechanismCode0
Unsupervised Learning for Equitable DER Control—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