SOTAVerified

Fairness

Papers

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Showing 5551–5600 of 5676 papers

TitleStatusHype
Machine Learning for Predictive On-Demand Deployment of UAVs for Wireless Communications—0
Modeling, Simulation and Fairness Analysis of Wi-Fi and Unlicensed LTE Coexistence—0
Fair Division Under Cardinality Constraints—0
Deep Bayesian Trust : A Dominant and Fair Incentive Mechanism for Crowd—0
Unleashing Linear Optimizers for Group-Fair Learning and Optimization—0
Entropy based Independent Learning in Anonymous Multi-Agent Settings—0
Reinforcement Learning for Fair Dynamic Pricing—0
Closing the AI Knowledge Gap—0
Some HCI Priorities for GDPR-Compliant Machine Learning—0
Resource Allocation in Wireless Networks with Energy Constraints—0
Probably Approximately Metric-Fair Learning—0
Fairness Through Computationally-Bounded Awareness—0
A Reductions Approach to Fair ClassificationCode0
On Discrimination Discovery and Removal in Ranked Data using Causal Graph—0
Human Perceptions of Fairness in Algorithmic Decision Making: A Case Study of Criminal Risk Prediction—0
Empirical Risk Minimization under Fairness ConstraintsCode0
An Algorithmic Framework to Control Bias in Bandit-based Personalization—0
Path-Specific Counterfactual Fairness—0
Fairness of Exposure in Rankings—0
Online Learning with an Unknown Fairness Metric—0
Learning Adversarially Fair and Transferable RepresentationsCode0
Modeling the Formation of Social Conventions from Embodied Real-Time Interactions—0
Fair and Diverse DPP-based Data SummarizationCode0
Convex Formulations for Fair Principal Component AnalysisCode0
Fairness and Accountability Design Needs for Algorithmic Support in High-Stakes Public Sector Decision-Making—0
Interpretable Deep Convolutional Neural Networks via Meta-learning—0
Fairness in Supervised Learning: An Information Theoretic Approach—0
A Smoothed Analysis of the Greedy Algorithm for the Linear Contextual Bandit Problem—0
Grouping-By-ID: Guarding Against Adversarial Domain Shifts—0
Predict Responsibly: Increasing Fairness by Learning to Defer—0
Fair Forests: Regularized Tree Induction to Minimize Model Bias—0
Interventions over Predictions: Reframing the Ethical Debate for Actuarial Risk Assessment—0
Matching Code and Law: Achieving Algorithmic Fairness with Optimal Transport—0
Exponential Structure of Income Inequality: Evidence from 67 Countries—0
Recycling Privileged Learning and Distribution Matching for Fairness—0
When Worlds Collide: Integrating Different Counterfactual Assumptions in Fairness—0
Calibration for the (Computationally-Identifiable) MassesCode0
A Face Fairness Framework for 3D Meshes—0
Groupwise Maximin Fair Allocation of Indivisible Goods—0
Modeling Epistemological Principles for Bias Mitigation in AI Systems: An Illustration in Hiring Decisions—0
Deletion-Robust Submodular Maximization at Scale—0
Does mitigating ML's impact disparity require treatment disparity?Code0
Predict Responsibly: Improving Fairness and Accuracy by Learning to DeferCode0
Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup FairnessCode0
Multiwinner Voting with Fairness ConstraintsCode0
Fair Kernel Learning—0
Spectral Algorithms for Computing Fair Support Vector Machines—0
Two-stage Algorithm for Fairness-aware Machine Learning—0
On Formalizing Fairness in Prediction with Machine Learning—0
Beyond opening up the black box: Investigating the role of algorithmic systems in Wikipedian organizational culture—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