SOTAVerified

Fairness

Papers

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Showing 801–825 of 5676 papers

TitleStatusHype
Beyond human subjectivity and error: a novel AI grading system—0
Beyond Impossibility: Balancing Sufficiency, Separation and Accuracy—0
Can We Trust AI Agents? A Case Study of an LLM-Based Multi-Agent System for Ethical AI—0
An Analysis of the Effects of Decoding Algorithms on Fairness in Open-Ended Language Generation—0
(Almost) Envy-Free, Proportional and Efficient Allocations of an Indivisible Mixed Manna—0
Beyond opening up the black box: Investigating the role of algorithmic systems in Wikipedian organizational culture—0
Beyond Personalization: Research Directions in Multistakeholder Recommendation—0
Balancing Accuracy and Fairness for Interactive Recommendation with Reinforcement Learning—0
Can Machine Learning Assist in Diagnosis of Primary Immune Thrombocytopenia? A feasibility study—0
Balanced Ranking with Diversity Constraints—0
Beyond Submodularity: A Unified Framework of Randomized Set Selection with Group Fairness Constraints—0
Beyond the Black Box: Interpretability of LLMs in Finance—0
An Algorithmic Framework for Bias Bounties—0
Beyond traditional assumptions in fair machine learning—0
Beyond XAI:Obstacles Towards Responsible AI—0
Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey—0
Bias A-head? Analyzing Bias in Transformer-Based Language Model Attention Heads—0
Bias Amplification in RAG: Poisoning Knowledge Retrieval to Steer LLMs—0
Bias Analysis of AI Models for Undergraduate Student Admissions—0
Bias and Fairness in Chatbots: An Overview—0
Bias and Fairness in Computer Vision Applications of the Criminal Justice System—0
Addressing Fairness in Classification with a Model-Agnostic Multi-Objective Algorithm—0
Bias and Fairness on Multimodal Emotion Detection Algorithms—0
Bias and unfairness in machine learning models: a systematic literature review—0
Can Model Compression Improve NLP Fairness—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