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Fairness

Papers

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Showing 5201–5250 of 5676 papers

TitleStatusHype
Conditional Learning of Fair Representations—0
Does Gender Matter? Towards Fairness in Dialogue SystemsCode0
The Impact of Popularity Bias on Fairness and Calibration in Recommendation—0
Measuring Unfairness through Game-Theoretic Interpretability—0
Fairness in Clustering with Multiple Sensitive Attributes—0
The Case for Evaluating Causal Models Using Interventional Measures and Empirical Data—0
AI for Explaining Decisions in Multi-Agent Environments—0
Optimal Training of Fair Predictive Models—0
REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs—0
The Impact of Data Preparation on the Fairness of Software Systems—0
On Tractable Computation of Expected PredictionsCode0
Group-based Fair Learning Leads to Counter-intuitive Predictions—0
The Bouncer Problem: Challenges to Remote ExplainabilityCode0
Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural NetworksCode0
Privacy-Aware Text Rewriting—0
Generating Fair Universal Representations using Adversarial Models—0
A New Approach to Fair Distribution of Welfare—0
The fairness-accuracy landscape of neural classifiers—0
Geometry-aware Generation of Adversarial and Cooperative Point Clouds—0
Pareto Optimality in No-Harm Fairness—0
FR-GAN: Fair and Robust Training—0
Stablizing Adversarial Invariance Induction by Discriminator Matching—0
Fairness with Wasserstein Adversarial Networks—0
Power Allocation in Cache-Aided NOMA Systems: Optimization and Deep Reinforcement Learning Approaches—0
Weighted Envy-Freeness in Indivisible Item Allocation—0
Advancing subgroup fairness via sleeping experts—0
Causal Modeling for Fairness in Dynamical SystemsCode0
A Distributed Fair Machine Learning Framework with Private Demographic Data ProtectionCode0
Learning to Deceive with Attention-Based ExplanationsCode0
AdaFair: Cumulative Fairness Adaptive BoostingCode0
Truthful and Faithful Monetary Policy for a Stablecoin Conducted by a Decentralised, Encrypted Artificial Intelligence—0
ALTER: Auxiliary Text Rewriting Tool for Natural Language GenerationCode0
DL2: A Deep Learning-driven Scheduler for Deep Learning ClustersCode0
Addressing Algorithmic Bottlenecks in Elastic Machine Learning with Chicle—0
Q-Learning Based Aerial Base Station Placement for Fairness Enhancement in Mobile Networks—0
Learning Fair Rule ListsCode0
Pretrained AI Models: Performativity, Mobility, and Change—0
Equalizing Recourse across Groups—0
Master your Metrics with CalibrationCode0
Approaching Machine Learning Fairness through Adversarial Network—0
Reinforcement Learning for Joint Optimization of Multiple Rewards—0
Optimizing Generalized Rate Metrics through Game Equilibrium—0
Avoiding Resentment Via Monotonic FairnessCode0
Quantifying Infra-Marginality and Its Trade-off with Group Fairness—0
Counterfactual Risk Assessments, Evaluation, and FairnessCode0
Fairness-Aware Process Mining—0
Multi-Objective Automatic Machine Learning with AutoxgboostMC—0
Fairness Warnings and Fair-MAML: Learning Fairly with Minimal DataCode0
A Survey on Bias and Fairness in Machine LearningCode0
A Center in Your Neighborhood: Fairness in Facility Location—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