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Fairness

Papers

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Showing 2251–2300 of 5676 papers

TitleStatusHype
Deep Learning Meets Mechanism Design: Key Results and Some Novel Applications—0
INACIA: Integrating Large Language Models in Brazilian Audit Courts: Opportunities and Challenges—0
A Large-Scale Empirical Study on Improving the Fairness of Image Classification ModelsCode0
Unveiling Bias in Fairness Evaluations of Large Language Models: A Critical Literature Review of Music and Movie Recommendation Systems—0
GLOCALFAIR: Jointly Improving Global and Local Group Fairness in Federated Learning—0
Maintaining Journalistic Integrity in the Digital Age: A Comprehensive NLP Framework for Evaluating Online News Content—0
Fair Sampling in Diffusion Models through Switching MechanismCode0
Adaptive Boosting with Fairness-aware Reweighting Technique for Fair Classification—0
Fairness-Aware Job Scheduling for Multi-Job Federated Learning—0
Mastery Guided Non-parametric Clustering to Scale-up Strategy Prediction—0
Long-term Fairness For Real-time Decision Making: A Constrained Online Optimization Approach—0
Fast & Fair: Efficient Second-Order Robust Optimization for Fairness in Machine Learning—0
FairGridSearch: A Framework to Compare Fairness-Enhancing ModelsCode0
Marginal Debiased Network for Fair Visual Recognition—0
Evaluating Fairness in Self-supervised and Supervised Models for Sequential Data—0
Synthetic Data in AI: Challenges, Applications, and Ethical Implications—0
Fairness Certification for Natural Language Processing and Large Language Models—0
Are Conventional SNNs Really Efficient? A Perspective from Network Quantization—0
FADES: Fair Disentanglement with Sensitive Relevance—0
Noise-Aware and Equitable Urban Air Traffic Management: An Optimization Approach—0
Fair-VPT: Fair Visual Prompt Tuning for Image Classification—0
Evaluating the Fairness of the MIMIC-IV Dataset and a Baseline Algorithm: Application to the ICU Length of Stay PredictionCode0
Automatic Essay Scoring in a Brazilian Scenario—0
Fairness-Enhancing Vehicle Rebalancing in the Ride-hailing System—0
Synthetic Data Applications in Finance—0
FairCompass: Operationalising Fairness in Machine Learning—0
Robustness Verification for Knowledge-Based Logic of Risky Driving Scenes—0
Achieving Fairness in DareFightingICE Agents Evaluation Through a Delay MechanismCode0
Practical Bias Mitigation through Proxy Sensitive Attribute Label Generation—0
BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge—0
Fairness-Aware Structured Pruning in TransformersCode0
A Group Fairness Lens for Large Language Models—0
Do LLM Agents Exhibit Social Behavior?—0
The Fairness Fair: Bringing Human Perception into Collective Decision-Making—0
A debiasing technique for place-based algorithmic patrol management—0
SoK: Taming the Triangle -- On the Interplays between Fairness, Interpretability and Privacy in Machine Learning—0
Inclusive normalization of face images to passport format—0
Large Language Model (LLM) Bias Index -- LLMBI—0
Fairness in Submodular Maximization over a Matroid Constraint—0
Learning Human-like Representations to Enable Learning Human Values—0
Gaussian Harmony: Attaining Fairness in Diffusion-based Face Generation Models—0
BSL: Understanding and Improving Softmax Loss for RecommendationCode0
Dynamic Fairness-Aware Spectrum Auction for Enhanced Licensed Shared Access in 6G Networks—0
Learning Fair Policies for Multi-stage Selection Problems from Observational Data—0
An empirical study of testing machine learning in the wild—0
Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection—0
Comprehensive Validation on Reweighting Samples for Bias Mitigation via AIF360—0
Chasing Fairness in Graphs: A GNN Architecture PerspectiveCode0
GroupMixNorm Layer for Learning Fair Models—0
Towards Fairness in Online Service with k Servers and its Application on Fair Food DeliveryCode0
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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