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Fairness

Papers

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Showing 2551–2600 of 5676 papers

TitleStatusHype
Towards Fair Disentangled Online Learning for Changing Environments—0
Cooperative IoT Data Sharing with Heterogeneity of Participants Based on Electricity Retail—0
Doubly Constrained Fair Clustering—0
Examining risks of racial biases in NLP tools for child protective services—0
Disentangling and Operationalizing AI Fairness at LinkedIn—0
Pointwise Representational Similarity—0
Adapting Fairness Interventions to Missing Values—0
FRAMM: Fair Ranking with Missing Modalities for Clinical Trial Site Selection—0
The Alternating-Time μ-Calculus With Disjunctive Explicit Strategies—0
Generalized Disparate Impact for Configurable Fairness Solutions in MLCode0
Counterpart Fairness -- Addressing Systematic between-group Differences in Fairness EvaluationCode0
The Leximin Approach for a Sequence of Collective Decisions—0
Monotonicity Anomalies in Scottish Local Government Elections—0
Predictability and Fairness in Load Aggregation with Deadband—0
Auditing Fairness by BettingCode0
Fair Clustering via Hierarchical Fair-Dirichlet Process—0
Moral Machine or Tyranny of the Majority?—0
Rethinking Certification for Trustworthy Machine Learning-Based Applications—0
FARA: Future-aware Ranking Algorithm for Fairness OptimizationCode0
GLOBE-CE: A Translation-Based Approach for Global Counterfactual ExplanationsCode0
FairDP: Certified Fairness with Differential Privacy—0
Small Total-Cost Constraints in Contextual Bandits with Knapsacks, with Application to Fairness—0
Counterfactual Generative Models for Time-Varying TreatmentsCode0
Monitoring Algorithmic Fairness—0
Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments—0
GFairHint: Improving Individual Fairness for Graph Neural Networks via Fairness Hint—0
Learning Rate Free Sampling in Constrained DomainsCode0
Is Your Model "MADD"? A Novel Metric to Evaluate Algorithmic Fairness for Predictive Student ModelsCode0
Gender Biases in Automatic Evaluation Metrics for Image CaptioningCode0
Fairness in Streaming Submodular Maximization over a Matroid Constraint—0
Trade-Offs Between Fairness and Privacy in Language ModelingCode0
Fair Differentially Private Federated Learning Framework—0
Do All Languages Cost the Same? Tokenization in the Era of Commercial Language Models—0
A Trip Towards Fairness: Bias and De-Biasing in Large Language Models—0
Curse of "Low" Dimensionality in Recommender Systems—0
FITNESS: A Causal De-correlation Approach for Mitigating Bias in Machine Learning Software—0
Mitigating fairwashing using Two-Source Audits—0
Fair Oversampling Technique using Heterogeneous Clusters—0
Fairness of ChatGPTCode0
DeepBern-Nets: Taming the Complexity of Certifying Neural Networks using Bernstein Polynomial Activations and Precise Bound PropagationCode0
On Bias and Fairness in NLP: Investigating the Impact of Bias and Debiasing in Language Models on the Fairness of Toxicity Detection—0
Causality-Aided Trade-off Analysis for Machine Learning Fairness—0
Evaluating the Impact of Social Determinants on Health Prediction in the Intensive Care Unit—0
Transferring Fairness using Multi-Task Learning with Limited Demographic Information—0
Time Fairness in Online Knapsack ProblemsCode0
Coswara: A respiratory sounds and symptoms dataset for remote screening of SARS-CoV-2 infectionCode2
Should We Attend More or Less? Modulating Attention for FairnessCode0
On the Limitations of Simulating Active Learning—0
Fair Without Leveling Down: A New Intersectional Fairness Definition—0
Model Debiasing via Gradient-based Explanation on Representation—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