SOTAVerified

Fairness

Papers

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Showing 2951–3000 of 5676 papers

TitleStatusHype
Why is the State of Neural Network Pruning so Confusing? On the Fairness, Comparison Setup, and Trainability in Network PruningCode1
Fairly Private: Investigating The Fairness of Visual Privacy Preservation Algorithms—0
Much Ado About Gender: Current Practices and Future Recommendations for Appropriate Gender-Aware Information Access—0
SACDNet: Towards Early Type 2 Diabetes Prediction with Uncertainty for Electronic Health Records—0
Proportional Fairness in Obnoxious Facility Location—0
Sequential Fair Resource Allocation under a Markov Decision Process Framework—0
A review of clustering models in educational data science towards fairness-aware learning—0
Causal Inference for Recommendation: Foundations, Methods and Applications—0
Fair Multi-Exit Framework for Facial Attribute Classification—0
IronForge: An Open, Secure, Fair, Decentralized Federated LearningCode0
Max-Min Diversification with Fairness Constraints: Exact and Approximation Algorithms—0
On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal RepresentationsCode0
Attribute-Centric Compositional Text-to-Image Generation—0
Developing Responsible Chatbots for Financial Services: A Pattern-Oriented Responsible AI Engineering Approach—0
FATE in AI: Towards Algorithmic Inclusivity and Accessibility—0
Graphical House Allocation—0
RELIANT: Fair Knowledge Distillation for Graph Neural NetworksCode0
Fairness Guaranteed and Auction-based x-haul and Cloud Resource Allocation in Multi-tenant O-RANs—0
Fairness and Effectiveness in Federated Learning on Non-independent and Identically Distributed Data—0
Towards Fairness-aware Adversarial Network Pruning—0
Improving Fairness in Facial Albedo Estimation via Visual-Textual Cues—0
Federated Domain Generalization With Generalization AdjustmentCode1
Fair Scratch Tickets: Finding Fair Sparse Networks Without Weight TrainingCode1
ComplAI: Theory of A Unified Framework for Multi-factor Assessment of Black-Box Supervised Machine Learning Models—0
Detection of Groups with Biased Representation in Ranking—0
Cluster-level Group Representativity Fairness in k-means Clustering—0
Properties of Group Fairness Metrics for Rankings—0
Political representation bias in DBpedia and Wikidata as a challenge for downstream processing—0
Near-Optimal Algorithms for Group Distributionally Robust Optimization and Beyond—0
Hierarchical Deep Reinforcement Learning for Age-of-Information Minimization in IRS-aided and Wireless-powered Wireless Networks—0
Bias Mitigation Framework for Intersectional Subgroups in Neural Networks—0
DPack: Efficiency-Oriented Privacy Budget SchedulingCode0
Explainable AI for Bioinformatics: Methods, Tools, and ApplicationsCode1
A Comprehensive Study of Gender Bias in Chemical Named Entity Recognition Models—0
Stochastic Methods for AUC Optimization subject to AUC-based Fairness Constraints—0
Recommending on graphs: a comprehensive review from a data perspective—0
Graph Learning with Localized Neighborhood Fairness—0
A Seven-Layer Model for Standardising AI Fairness Assessment—0
Consistent Range Approximation for Fair Predictive ModelingCode0
Human-Guided Fair Classification for Natural Language ProcessingCode0
Quantifying fairness and discrimination in predictive models—0
Stochastic Inexact Augmented Lagrangian Method for Nonconvex Expectation Constrained Optimization—0
ChatGPT: The End of Online Exam Integrity?—0
A Review of Speech-centric Trustworthy Machine Learning: Privacy, Safety, and Fairness—0
Marginal-Certainty-aware Fair Ranking AlgorithmCode0
AutoSlicer: Scalable Automated Data Slicing for ML Model Analysis—0
Efficient Conditionally Invariant Representation LearningCode1
Provable Fairness for Neural Network Models using Formal Verification—0
Manifestations of Xenophobia in AI Systems—0
Tensions Between the Proxies of Human Values in AI—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