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Fairness

Papers

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Showing 101–125 of 5676 papers

TitleStatusHype
A Reinforcement Learning Approach for RIS-aided Fair Communications—0
The Disparate Effects of Partial Information in Bayesian Strategic Learning—0
A note on the Diversity Owen values—0
Balancing Profit and Fairness in Risk-Based Pricing Markets—0
Simulating Training Data Leakage in Multiple-Choice Benchmarks for LLM EvaluationCode0
Online Fair Division with Additional Information—0
On Fairness of Task Arithmetic: The Role of Task Vectors—0
Evaluating the Efficacy of LLM-Based Reasoning for Multiobjective HPC Job Scheduling—0
Is Your Model Fairly Certain? Uncertainty-Aware Fairness Evaluation for LLMsCode0
BIRD: Behavior Induction via Representation-structure Distillation—0
Towards Reward Fairness in RLHF: From a Resource Allocation PerspectiveCode0
Comparative assessment of fairness definitions and bias mitigation strategies in machine learning-based diagnosis of Alzheimer's disease from MR images—0
A Computational Approach to Improving Fairness in K-means Clustering—0
TRACE: Trajectory-Constrained Concept Erasure in Diffusion Models—0
Optimizing Connectivity and Scheduling of Near/Far Field Users in Massive MIMO NOMA System—0
Identity resolution of software metadata using Large Language Models—0
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning—0
Talent or Luck? Evaluating Attribution Bias in Large Language ModelsCode0
BiasFilter: An Inference-Time Debiasing Framework for Large Language Models—0
LLM-ODDR: A Large Language Model Framework for Joint Order Dispatching and Driver Repositioning—0
Private Rate-Constrained Optimization with Applications to Fair Learning—0
Online Fair Division for Personalized 2-Value Instances—0
From Coders to Critics: Empowering Students through Peer Assessment in the Age of AI Copilots—0
Subgroups Matter for Robust Bias MitigationCode0
Recovering Fairness Directly from Modularity: a New Way for Fair Community Partitioning—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