SOTAVerified

Fairness

Papers

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Showing 1051–1100 of 5676 papers

TitleStatusHype
Automated Testing of AI Models—0
Algorithmic Hiring and Diversity: Reducing Human-Algorithm Similarity for Better Outcomes—0
Core-Stable Committees under Restricted Domains—0
Automated Peer-to-peer Negotiation for Energy Contract Settlements in Residential Cooperatives—0
Automated Matchmaking to Improve Accuracy of Applicant Selection for University Education System—0
Algorithmic Fairness with Feedback—0
Automated discovery of trade-off between utility, privacy and fairness in machine learning models—0
Addressing Algorithmic Bottlenecks in Elastic Machine Learning with Chicle—0
Repairing Regressors for Fair Binary Classification at Any Decision Threshold—0
Copying Machine Learning Classifiers—0
Correlated Equilibria for Approximate Variational Inference in MRFs—0
Counterfactual Fairness Evaluation of Machine Learning Models on Educational Datasets—0
Automated Data Slicing for Model Validation:A Big data - AI Integration Approach—0
Algorithmic Fairness in Performative Policy Learning: Escaping the Impossibility of Group Fairness—0
Verifiable Fairness: Privacy-preserving Computation of Fairness for Machine Learning Systems—0
AutoFAIR : Automatic Data FAIRification via Machine Reading—0
Auto-Drafting Police Reports from Noisy ASR Outputs: A Trust-Centered LLM Approach—0
Algorithmic Fairness in Face Morphing Attack Detection—0
Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi—0
DP-SGD-Global-Adapt-V2-S: Triad Improvements of Privacy, Accuracy and Fairness via Step Decay Noise Multiplier and Step Decay Upper Clipping Threshold—0
Auto-Debias: Debiasing Masked Language Models with Automated Biased Prompts—0
Algorithmic Fairness in Education—0
Algorithmic Fairness in Business Analytics: Directions for Research and Practice—0
Adding guardrails to advanced chatbots—0
Cooperative IoT Data Sharing with Heterogeneity of Participants Based on Electricity Retail—0
COOR-PLT: A hierarchical control model for coordinating adaptive platoons of connected and autonomous vehicles at signal-free intersections based on deep reinforcement learning—0
Tensor Completion with Provable Consistency and Fairness Guarantees for Recommender Systems—0
Algorithmic Fairness from a Non-ideal Perspective—0
Cooperation and Personalization on a Seesaw: Choice-based FL for Safe Cooperation in Wireless Networks—0
Algorithmic Fairness: A Tolerance Perspective—0
A Unified View of Group Fairness Tradeoffs Using Partial Information Decomposition—0
A3:Ambiguous Aberrations Captured via Astray-Learning for Facial Forgery Semantic Sublimation—0
Cooperative Energy Scheduling for Microgrids under Peak Demand Energy Plans—0
Probabilistic ML Verification via Weighted Model Integration—0
A Unified Framework for Input Feature Attribution Analysis—0
Algorithmic Fairness and Vertical Equity: Income Fairness with IRS Tax Audit Models—0
A Unified Framework for Fair Spectral Clustering With Effective Graph Learning—0
A Unified Framework for Evaluating the Effectiveness and Enhancing the Transparency of Explainable AI Methods in Real-World Applications—0
Algorithmic Fairness and Statistical Discrimination—0
Ad Auctions for LLMs via Retrieval Augmented Generation—0
Cooperative Evolutionary Pressure and Diminishing Returns Might Explain the Fermi Paradox: On What Super-AIs Are Like—0
Coping with Mistreatment in Fair Algorithms—0
Counterfactual Fairness for Predictions using Generative Adversarial Networks—0
A Unified Deterministic Channel Model for Multi-Type RIS with Reflective, Transmissive, and Polarization Operations—0
Algorithmic Fairness and Social Welfare—0
A2SF: Accumulative Attention Scoring with Forgetting Factor for Token Pruning in Transformer Decoder—0
A Unified Approach to Quantifying Algorithmic Unfairness: Measuring Individual & Group Unfairness via Inequality Indices—0
A Unified Approach to Fair Online Learning via Blackwell Approachability—0
Algorithmic Fairness—0
Converging Radar and Communications in the Superposition Transmission—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