SOTAVerified

Fairness

Papers

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Showing 3976–4000 of 5676 papers

TitleStatusHype
Intriguing Properties of Input-dependent Randomized Smoothing—0
Intrinsic Fairness-Accuracy Tradeoffs under Equalized Odds—0
Introducing a Framework and a Decision Protocol to Calibrate Recommender Systems—0
Introducing CausalBench: A Flexible Benchmark Framework for Causal Analysis and Machine Learning—0
Investigating and Mitigating Stereotype-aware Unfairness in LLM-based Recommendations—0
Investigating Bias and Fairness in Facial Expression Recognition—0
Investigating Bias in Image Classification using Model Explanations—0
Investigating Fairness of Ocular Biometrics Among Young, Middle-Aged, and Older Adults—0
Investigating Gender Fairness in Machine Learning-driven Personalized Care for Chronic Pain—0
Investigating Human + Machine Complementarity for Recidivism Predictions—0
Investigating Popularity Bias Amplification in Recommender Systems Employed in the Entertainment Domain—0
Investigating Potential Factors Associated with Gender Discrimination in Collaborative Recommender Systems—0
Investigating Practices and Opportunities for Cross-functional Collaboration around AI Fairness in Industry Practice—0
Investigating Responsible AI for Scientific Research: An Empirical Study—0
Investigating Speaker Embedding Disentanglement on Natural Read Speech—0
Investigating the configurations in cross-shareholding: a joint copula-entropy approach—0
Confronting LLMs with Traditional ML: Rethinking the Fairness of Large Language Models in Tabular Classifications—0
Investigating the Impact of LLM Personality on Cognitive Bias Manifestation in Automated Decision-Making Tasks—0
Investigating Trade-offs in Utility, Fairness and Differential Privacy in Neural Networks—0
Potential sources of dataset bias complicate investigation of underdiagnosis by machine learning algorithms—0
Is a Seat at the Table Enough? Engaging Teachers and Students in Dataset Specification for ML in Education—0
Is calibration a fairness requirement? An argument from the point of view of moral philosophy and decision theory—0
Is ChatGPT a Good Personality Recognizer? A Preliminary Study—0
Is Conventional SNN Really Efficient? A Perspective from Network Quantization—0
Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning—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