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Fairness

Papers

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Showing 1176–1200 of 5676 papers

TitleStatusHype
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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All datasetsBAF – BaseBAF – Variant IBAF – Variant IIBAF – Variant IIIBAF – Variant IVBAF – Variant VDiveFaceMORPHUTKFace

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