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Fairness

Papers

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Showing 1151–1200 of 5676 papers

TitleStatusHype
Heterogeneous Multi-Agent Reinforcement Learning for Distributed Channel Access in WLANs—0
On Calibration in Multi-Distribution Learning—0
FairTP: A Prolonged Fairness Framework for Traffic PredictionCode0
Beyond Dataset Creation: Critical View of Annotation Variation and Bias Probing of a Dataset for Online Radical Content Detection—0
Information-Geometric Barycenters for Bayesian Federated Learning—0
Fairness Shields: Safeguarding against Biased Decision Makers—0
The Impact of Generalization Techniques on the Interplay Among Privacy, Utility, and Fairness in Image Classification—0
Common Ground, Diverse Roots: The Difficulty of Classifying Common Examples in Spanish Varieties—0
Navigating Towards Fairness with Data Selection—0
Linear Programming based Approximation to Individually Fair k-Clustering with Outliers—0
p-Mean Regret for Stochastic BanditsCode0
FairGP: A Scalable and Fair Graph Transformer Using Graph PartitioningCode0
Who's the (Multi-)Fairest of Them All: Rethinking Interpolation-Based Data Augmentation Through the Lens of MulticalibrationCode0
Analyzing Fairness of Computer Vision and Natural Language Processing Models—0
Analyzing Fairness of Classification Machine Learning Model with Structured Dataset—0
Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes—0
Uplift modeling with continuous treatments: A predict-then-optimize approachCode0
Towards Robust and Fair Vision Learning in Open-World Environments—0
When Can Memorization Improve Fairness?—0
Diversity Drives Fairness: Ensemble of Higher Order Mutants for Intersectional Fairness of Machine Learning Software—0
Multimodal Approaches to Fair Image Classification: An Ethical Perspective—0
Coverage-based Fairness in Multi-document SummarizationCode0
FaceX: Understanding Face Attribute Classifiers through Summary Model ExplanationsCode0
RAZOR: Sharpening Knowledge by Cutting Bias with Unsupervised Text RewritingCode0
Political-LLM: Large Language Models in Political Science—0
Generative Adversarial Reviews: When LLMs Become the Critic—0
Can large language models be privacy preserving and fair medical coders?—0
Undergraduate Course Allocation through Competitive Markets—0
Differentially Private Random Feature ModelCode0
Towards counterfactual fairness through auxiliary variablesCode0
Achieving Group Fairness through Independence in Predictive Process MonitoringCode0
Fair Diagnosis: Leveraging Causal Modeling to Mitigate Medical Bias—0
Linear Discriminant Analysis in Credit Scoring: A Transparent Hybrid Model Approach—0
Targeting the Core: A Simple and Effective Method to Attack RAG-based Agents via Direct LLM Manipulation—0
From Models to Systems: A Comprehensive Fairness Framework for Compositional Recommender Systems—0
Improving LLM Group Fairness on Tabular Data via In-Context Learning—0
A Unified Framework for Evaluating the Effectiveness and Enhancing the Transparency of Explainable AI Methods in Real-World Applications—0
User-item fairness tradeoffs in recommendationsCode0
Show, Don't Tell: Uncovering Implicit Character Portrayal using LLMs—0
Evaluating Gender Bias Transfer between Pre-trained and Prompt-Adapted Language Models—0
Fairness without Demographics through Learning Graph of GradientsCode0
Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi—0
Fairer Analysis and Demographically Balanced Face Generation for Fairer Face VerificationCode0
Data Acquisition for Improving Model Fairness using Reinforcement Learning—0
Energy-Efficient Cell-Free Massive MIMO with Wireless Fronthaul—0
Bias Analysis of AI Models for Undergraduate Student Admissions—0
Comparative Analysis of Multi-Agent Reinforcement Learning Policies for Crop Planning Decision Support—0
Lookahead Counterfactual FairnessCode0
Usage Governance Advisor: From Intent to AI Governance—0
Bridging Fairness Gaps: A (Conditional) Distance Covariance Perspective in Fairness Learning—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