SOTAVerified

Fairness

Papers

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Showing 651–675 of 5676 papers

TitleStatusHype
Beyond human subjectivity and error: a novel AI grading system—0
Beyond opening up the black box: Investigating the role of algorithmic systems in Wikipedian organizational culture—0
An Axiomatization of the Random Priority Rule—0
An axiomatic theory for anonymized risk sharing—0
A Discussion of Discrimination and Fairness in Insurance Pricing—0
An Automata-Theoretic Approach to Synthesizing Binarized Neural Networks—0
A Disability Lens towards Biases in GPT-3 Generated Open-Ended Languages—0
Algorithmic decision making methods for fair credit scoring—0
From Embeddings to Accuracy: Comparing Foundation Models for Radiographic Classification—0
An Analysis of the Effects of Decoding Algorithms on Fairness in Open-Ended Language Generation—0
A Directional Rockafellar-Uryasev Regression—0
An Analysis of the Deployment of Models Trained on Private Tabular Synthetic Data: Unexpected Surprises—0
Analyzing the Ethical Logic of Six Large Language Models—0
A Differentiable Rank-Based Objective For Better Feature Learning—0
Achieving interpretable machine learning by functional decomposition of black-box models into explainable predictor effects—0
Beyond Fairness Metrics: Roadblocks and Challenges for Ethical AI in Practice—0
Beyond Personalization: Research Directions in Multistakeholder Recommendation—0
A Benchmark for Fairness-Aware Graph Learning—0
Analyzing Fairness of Computer Vision and Natural Language Processing Models—0
Metric Learning for Individual Fairness—0
Analyzing Fairness of Classification Machine Learning Model with Structured Dataset—0
Analyzing Bias in Sensitive Personal Information Used to Train Financial Models—0
A Dichotomous Analysis of Unemployment Benefits—0
Beyond Detection: Unveiling Fairness Vulnerabilities in Abusive Language Models—0
Analyzing and Mitigating Bias for Vulnerable Classes: Towards Balanced Representation in Dataset—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