SOTAVerified

Fairness

Papers

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Showing 1501–1550 of 5676 papers

TitleStatusHype
Basic principles and concept design of a real-time clinical decision support system for managing medical emergencies on missions to Mars—0
Amazing Things Come From Having Many Good Models—0
An Efficient Framework for Crediting Data Contributors of Diffusion Models—0
Batched Online Contextual Sparse Bandits with Sequential Inclusion of Features—0
Distribution-Free Fair Federated Learning with Small Samples—0
Distributive Fairness in Large Language Models: Evaluating Alignment with Human Values—0
Distributive Justice and Fairness Metrics in Automated Decision-making: How Much Overlap Is There?—0
ELAB: Extensive LLM Alignment Benchmark in Persian Language—0
Diverse Client Selection for Federated Learning via Submodular Maximization—0
Bayesian Inference for Large Scale Image Classification—0
Diversified Ensembling: An Experiment in Crowdsourced Machine Learning—0
Diversity and Inclusion in AI for Recruitment: Lessons from Industry Workshop—0
Diversity and Inclusion Metrics in Subset Selection—0
Diversity Drives Fairness: Ensemble of Higher Order Mutants for Intersectional Fairness of Machine Learning Software—0
Diversity-Fair Online Selection—0
Diversity in Faces—0
Divide and Conquer: Towards Better Embedding-based Retrieval for Recommender Systems From a Multi-task Perspective—0
Bayesian Nonparametric Reinforcement Learning in LTE and Wi-Fi Coexistence—0
A Moral Framework for Understanding of Fair ML through Economic Models of Equality of Opportunity—0
A debiasing technique for place-based algorithmic patrol management—0
Do All Languages Cost the Same? Tokenization in the Era of Commercial Language Models—0
DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification—0
Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi—0
Does Data-Efficient Generalization Exacerbate Bias in Foundation Models?—0
Cooperative IoT Data Sharing with Heterogeneity of Participants Based on Electricity Retail—0
Achieving Fairness in Determining Medicaid Eligibility through Fairgroup Construction—0
BEATS: Bias Evaluation and Assessment Test Suite for Large Language Models—0
A Decomposition of the Max-min Fair Curriculum-based Course Timetabling Problem—0
Does Robustness Improve Fairness? Approaching Fairness with Word Substitution Robustness Methods for Text Classification—0
Are There Exceptions to Goodhart's Law? On the Moral Justification of Fairness-Aware Machine Learning—0
Does the Prompt-based Large Language Model Recognize Students' Demographics and Introduce Bias in Essay Scoring?—0
Do Fairness Interventions Come at the Cost of Privacy: Evaluations for Binary Classifiers—0
Doing Right by Not Doing Wrong in Human-Robot Collaboration—0
Do Large GPT Models Discover Moral Dimensions in Language Representations? A Topological Study Of Sentence Embeddings—0
AIDRIN 2.0: A Framework to Assess Data Readiness for AI—0
Cooperative Evolutionary Pressure and Diminishing Returns Might Explain the Fermi Paradox: On What Super-AIs Are Like—0
Be Intentional About Fairness!: Fairness, Size, and Multiplicity in the Rashomon Set—0
Multi-FR: A Multi-objective Optimization Framework for Multi-stakeholder Fairness-aware Recommendation—0
Domain Adaptation meets Individual Fairness. And they get along—0
A Multivocal Literature Review on Privacy and Fairness in Federated Learning—0
Domain-Incremental Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition—0
Dominant Resource Fairness with Meta-Types—0
Cooperative Energy Scheduling for Microgrids under Peak Demand Energy Plans—0
Don't Forget What I did?: Assessing Client Contributions in Federated Learning—0
A Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges—0
Don't Judge Me by My Face : An Indirect Adversarial Approach to Remove Sensitive Information From Multimodal Neural Representation in Asynchronous Job Video Interviews—0
Don't Kill the Baby: The Case for AI in Arbitration—0
Benchmarking Bias in Large Language Models during Role-Playing—0
Efficient Mining Cluster Selection for Blockchain-based Cellular V2X Communications—0
Cooperation and Personalization on a Seesaw: Choice-based FL for Safe Cooperation in Wireless Networks—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