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Fairness

Papers

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Showing 4151–4200 of 5676 papers

TitleStatusHype
A FAIR and AI-ready Higgs boson decay dataset—0
Core-Stable Committees under Restricted Domains—0
Improving Counterfactual Generation for Fair Hate Speech Detection—0
Your fairness may vary: Pretrained language model fairness in toxic text classification—0
The Devil is in the GAN: Backdoor Attacks and Defenses in Deep Generative ModelsCode1
Knowledge-intensive Language Understanding for Explainable AI—0
Gender Bias in Text: Origin, Taxonomy, and Implications—0
Fine-Grained Fairness Analysis of Abusive Language Detection Systems with CheckListCode0
Counterfactual Inference for Text Classification DebiasingCode1
Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets—0
Fair Representation Learning using Interpolation Enabled Disentanglement—0
Debiased Explainable Pairwise Ranking from Implicit FeedbackCode1
Adaptation and Generalization for Unknown Sensitive Factors of Variations—0
New Metrics to Evaluate the Performance and Fairness of Personalized Federated Learning—0
Adversarial Stacked Auto-Encoders for Fair Representation Learning—0
Statistical Guarantees for Fairness Aware Plug-In Algorithms—0
A Free and Fair Economy: A Game of Justice and Inclusion—0
Measuring Ethics in AI with AI: A Methodology and Dataset Construction—0
SVEva Fair: A Framework for Evaluating Fairness in Speaker VerificationCode1
On Blame Attribution for Accountable Multi-Agent Sequential Decision Making—0
Federated Learning with Fair Worker Selection: A Multi-Round Submodular Maximization Approach—0
What are you optimizing for? Aligning Recommender Systems with Human Values—0
A Deep Reinforcement Learning Approach for Fair Traffic Signal Control—0
Leave-one-out Unfairness—0
Understanding Gender and Racial Disparities in Image Recognition Models—0
Multimodal Reward Shaping for Efficient Exploration in Reinforcement Learning—0
Probabilistic Verification of Neural Networks Against Group Fairness—0
Desiderata for Explainable AI in statistical production systems of the European Central Bank—0
Automatic Fairness Testing of Neural Classifiers through Adversarial Sampling—0
FairBalance: How to Achieve Equalized Odds With Data Pre-processingCode0
Learning to Limit Data Collection via Scaling Laws: A Computational Interpretation for the Legal Principle of Data Minimization—0
Measuring Fairness in Generative ModelsCode0
Two-Sided Matching Meets Fair Division—0
DiRe Committee : Diversity and Representation Constraints in Multiwinner Elections—0
Fairness in Ranking under UncertaintyCode1
On the impossibility of non-trivial accuracy under fairness constraints—0
Making Auctions Robust to Aftermarkets—0
Can Less be More? When Increasing-to-Balancing Label Noise Rates Considered BeneficialCode0
DIVINE: Diverse Influential Training Points for Data Visualization and Model RefinementCode0
Fairness-aware Summarization for Justified Decision-Making—0
Trustworthy AI: A Computational Perspective—0
Strategic Instrumental Variable Regression: Recovering Causal Relationships From Strategic ResponsesCode0
Training Over-parameterized Models with Non-decomposable Objectives—0
Escaping the Impossibility of Fairness: From Formal to Substantive Algorithmic Fairness—0
Multiaccurate Proxies for Downstream Fairness—0
A Graph-based Approach for Mitigating Multi-sided Exposure Bias in Recommender Systems—0
Impossibility results for fair representations—0
Nested Counterfactual Identification from Arbitrary Surrogate Experiments—0
Bias-Tolerant Fair Classification—0
Bayesian Nonparametric Modelling for Model-Free Reinforcement Learning in LTE-LAA and Wi-Fi Coexistence—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