SOTAVerified

Fairness

Papers

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Showing 4951–5000 of 5676 papers

TitleStatusHype
Causal Feature Selection for Algorithmic Fairness—0
DeepFair: Deep Learning for Improving Fairness in Recommender Systems—0
Multiuser Full-Duplex Two-Way Communications via Intelligent Reflecting Surface—0
Fair Bayesian Optimization—0
Trade-offs between membership privacy & adversarially robust learning—0
Fair Classification with Noisy Protected Attributes: A Framework with Provable GuaranteesCode0
Classification Under Misspecification: Halfspaces, Generalized Linear Models, and Connections to EvolvabilityCode0
Achieving Equalized Odds by Resampling Sensitive AttributesCode0
Disparate Impact of Artificial Intelligence Bias in Ridehailing Economy's Price Discrimination Algorithms—0
A Notion of Individual Fairness for Clustering—0
Equality of Learning Opportunity via Individual Fairness in Personalized Recommendations—0
Interplay between Upsampling and Regularization for Provider Fairness in Recommender Systems—0
Effects of algorithmic flagging on fairness: quasi-experimental evidence from Wikipedia—0
Least kth-Order and Rényi Generative Adversarial Networks—0
Fairness-Aware Explainable Recommendation over Knowledge Graphs—0
A quest for a fair schedule: The Young Physicists' Tournament—0
What's Sex Got To Do With Fair Machine Learning?—0
A Machine Learning System for Retaining Patients in HIV CareCode0
Deep Fair Clustering for Visual LearningCode0
Mitigating Bias in Face Recognition Using Skewness-Aware Reinforcement Learning—0
Meta Clustering for Collaborative Learning—0
Review of Mathematical frameworks for Fairness in Machine Learning—0
Fair Policy Targeting—0
Sentiment Analysis: Automatically Detecting Valence, Emotions, and Other Affectual States from Text—0
Projection to Fairness in Statistical Learning—0
Principal Fairness for Human and Algorithmic Decision-Making—0
Fair Classification via Unconstrained Optimization—0
Do the Machine Learning Models on a Crowd Sourced Platform Exhibit Bias? An Empirical Study on Model FairnessCode0
Opportunistic Multi-aspect Fairness through Personalized Re-ranking—0
Gender Slopes: Counterfactual Fairness for Computer Vision Models by Attribute Manipulation—0
Fair Outlier Detection—0
Contrastive Learning for Debiased Candidate Generation in Large-Scale Recommender Systems—0
SWIFT: Super-fast and Robust Privacy-Preserving Machine Learning—0
Fractional Top Trading Cycle on the Full Preference Domain—0
Fair Inputs and Fair Outputs: The Incompatibility of Fairness in Privacy and Accuracy—0
BLAZE: Blazing Fast Privacy-Preserving Machine Learning—0
The Role of Randomness and Noise in Strategic Classification—0
Towards classification parity across cohorts—0
Participatory Problem Formulation for Fairer Machine Learning Through Community Based System Dynamics—0
Mitigating Gender Bias in Machine Learning Data Sets—0
Thompson Sampling for Combinatorial Semi-bandits with Sleeping Arms and Long-Term Fairness Constraints—0
Efficient and fair trading algorithms in market design environments—0
Statistical Equity: A Fairness Classification ObjectiveCode0
Why Fairness Cannot Be Automated: Bridging the Gap Between EU Non-Discrimination Law and AICode0
Designing for Human Rights in AI—0
Fair Algorithms for Hierarchical Agglomerative Clustering—0
Visualisation and knowledge discovery from interpretable models—0
Ensuring Fairness under Prior Probability Shifts—0
Sample Complexity of Uniform Convergence for Multicalibration—0
Multi-agent Reinforcement Learning for Decentralized Stable Matching—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