SOTAVerified

Fairness

Papers

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Showing 5601–5650 of 5676 papers

TitleStatusHype
Fairness Testing: Testing Software for Discrimination—0
On Fairness and CalibrationCode0
Ease.ml: Towards Multi-tenant Resource Sharing for Machine Learning Workloads—0
Fairness-aware machine learning: a perspective—0
Meritocratic Fairness for Cross-Population Selection—0
Decoupled classifiers for fair and efficient machine learning—0
Subdeterminant Maximization via Nonconvex Relaxations and Anti-concentration—0
Networked Fairness in Cake Cutting—0
Calibrated Fairness in Bandits—0
The impossibility of "fairness": a generalized impossibility result for decisions—0
Discriminatory Transfer—0
Fair Pipelines—0
Data Decisions and Theoretical Implications when Adversarially Learning Fair Representations—0
Racial Disparity in Natural Language Processing: A Case Study of Social Media African-American English—0
Fairer and more accurate, but for whom?—0
On Fairness, Diversity and Randomness in Algorithmic Decision Making—0
Penalizing Unfairness in Binary ClassificationCode0
New Fairness Metrics for Recommendation that Embrace Differences—0
FA*IR: A Fair Top-k Ranking AlgorithmCode0
Logics and practices of transparency and opacity in real-world applications of public sector machine learning—0
Avoiding Discrimination through Causal Reasoning—0
A Convex Framework for Fair RegressionCode0
Bayesian fairness—0
Fair Inference On Outcomes—0
The cost of fairness in classification—0
Beyond Parity: Fairness Objectives for Collaborative FilteringCode0
Learning to Succeed while Teaching to Fail: Privacy in Closed Machine Learning Systems—0
People on Media: Jointly Identifying Credible News and Trustworthy Citizen Journalists in Online Communities—0
Ranking with Fairness ConstraintsCode0
Building Better Open-Source Tools to Support Fairness in Automated Scoring—0
These are not the Stereotypes You are Looking For: Bias and Fairness in Authorial Gender Attribution—0
FairJudge: Trustworthy User Prediction in Rating Platforms—0
Fairness in Criminal Justice Risk Assessments: The State of the Art—0
Counterfactual FairnessCode0
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments—0
Balancing Lexicographic Fairness and a Utilitarian Objective with Application to Kidney Exchange—0
Diverse Weighted Bipartite b-MatchingCode0
EOMM: An Engagement Optimized Matchmaking Framework—0
Proactive Resource Management for LTE in Unlicensed Spectrum: A Deep Learning Perspective—0
Quantifying Program Bias—0
Policy Learning with Observational DataCode0
Iterative Orthogonal Feature Projection for Diagnosing Bias in Black-Box ModelsCode0
Fairness in Reinforcement Learning—0
Learning to Pivot with Adversarial NetworksCode0
Fair Algorithms for Infinite and Contextual Bandits—0
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments—0
How to be Fair and Diverse?—0
Fairness as a Program Property—0
The multiplicity of memory enhancement: Practical and ethical implications of the diverse neural substrates underlying human memory systems—0
On the (im)possibility of fairnessCode0
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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