SOTAVerified

Fairness

Papers

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Showing 5576–5600 of 5676 papers

TitleStatusHype
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