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Fairness

Papers

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Showing 5501–5550 of 5676 papers

TitleStatusHype
An Empirical Study of Rich Subgroup Fairness for Machine LearningCode0
FactSheets: Increasing Trust in AI Services through Supplier's Declarations of Conformity—0
Spatial Deep Learning for Wireless SchedulingCode0
Efficiency, Sequenceability and Deal-Optimality in Fair Division of Indivisible Goods—0
An Intersectional Definition of FairnessCode0
Planning and Synthesis Under Assumptions—0
Centralized Scheduling Strategies for Cooperative HARQ Retransmissions in Multi-Source Multi-Relay Wireless Networks—0
User Fairness in Recommender Systems—0
Automated Data Slicing for Model Validation:A Big data - AI Integration Approach—0
Privacy and Fairness in Recommender Systems via Adversarial Training of User Representations—0
Welfare and Distributional Impacts of Fair Classification—0
A Unified Approach to Quantifying Algorithmic Unfairness: Measuring Individual & Group Unfairness via Inequality Indices—0
Automated Directed Fairness TestingCode0
A Broader View on Bias in Automated Decision-Making: Reflecting on Epistemology and Dynamics—0
Nonconvex Optimization for Regression with Fairness ConstraintsCode0
Gradient Reversal Against Discrimination—0
Scalable Deletion-Robust Submodular Maximization: Data Summarization with Privacy and Fairness Constraints—0
Multicalibration: Calibration for the (Computationally-Identifiable) Masses—0
Proportional Allocation: Simple, Distributed, and Diverse Matching with High Entropy—0
Achieving Fairness through Adversarial Learning: an Application to Recidivism PredictionCode0
Training Well-Generalizing Classifiers for Fairness Metrics and Other Data-Dependent ConstraintsCode0
Proxy Fairness—0
Hierarchical VampPrior Variational Fair Auto-Encoder—0
Equalizing Financial Impact in Supervised Learning—0
Fairness Without Demographics in Repeated Loss MinimizationCode0
PeerReview4All: Fair and Accurate Reviewer Assignment in Peer Review—0
Fairness Under Composition—0
Classification with Fairness Constraints: A Meta-Algorithm with Provable GuaranteesCode0
Investigating the configurations in cross-shareholding: a joint copula-entropy approach—0
How much income inequality is fair? Nash bargaining solution and its connection to entropy—0
What About Applied Fairness?—0
Fairness Behind a Veil of Ignorance: A Welfare Analysis for Automated Decision Making—0
Integral Privacy for SamplingCode0
Comparing Fairness Criteria Based on Social Outcome—0
Lecture Notes on Fair Division—0
Blind Justice: Fairness with Encrypted Sensitive AttributesCode0
POTs: Protective Optimization TechnologiesCode0
Residual Unfairness in Fair Machine Learning from Prejudiced Data—0
Causal Interventions for Fairness—0
iFair: Learning Individually Fair Data Representations for Algorithmic Decision Making—0
Multiaccuracy: Black-Box Post-Processing for Fairness in ClassificationCode0
Explaining Explanations: An Overview of Interpretability of Machine LearningCode0
Why Is My Classifier Discriminatory?—0
FairGAN: Fairness-aware Generative Adversarial Networks—0
Enhancing the Accuracy and Fairness of Human Decision MakingCode0
Pooling of Causal Models under Counterfactual Fairness via Causal Judgement Aggregation—0
Fairness GAN—0
Causal Reasoning for Algorithmic Fairness—0
Predicting Race and Ethnicity From the Sequence of Characters in a NameCode0
Equity of Attention: Amortizing Individual Fairness in Rankings—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