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Fairness

Papers

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Showing 4601–4650 of 5676 papers

TitleStatusHype
Re-imagining Algorithmic Fairness in India and Beyond—0
Through the Data Management Lens: Experimental Analysis and Evaluation of Fair ClassificationCode0
Optimal Pre-Processing to Achieve Fairness and Its Relationship with Total Variation Barycenter—0
Reviving Purpose Limitation and Data Minimisation in Data-Driven Systems—0
Responsible AI Challenges in End-to-end Machine Learning—0
Supervised Transfer Learning at Scale for Medical Imaging—0
Bandwidth Allocation for Multiple Federated Learning Services in Wireless Edge Networks—0
A Tale of Fairness Revisited: Beyond Adversarial Learning for Deep Neural Network Fairness—0
From Learning to Relearning: A Framework for Diminishing Bias in Social Robot Navigation—0
Fairness with Continuous Optimal Transport—0
Characterizing Intersectional Group Fairness with Worst-Case Comparisons—0
On Baselines for Local Feature AttributionsCode0
Fair Training of Decision Tree Classifiers—0
Modeling Disclosive Transparency in NLP Application DescriptionsCode0
Characterizing Fairness Over the Set of Good Models Under Selective LabelsCode0
Attainability and Optimality: The Equalized-Odds Fairness Revisited—0
Approximate Birkhoff-von-Neumann decomposition: a differentiable approach—0
Blind Pareto Fairness and Subgroup Robustness—0
Zero-shot Fairness with Invisible Demographics—0
Counterfactual Fairness through Data Preprocessing—0
A Technical and Normative Investigation of Social Bias Amplification—0
Representation and Bias in Multilingual NLP: Insights from Controlled Experiments on Conditional Language Modeling—0
Socially Responsible AI Algorithms: Issues, Purposes, and Challenges—0
Fast MNAS: Uncertainty-aware Neural Architecture Search with Lifelong Learning—0
Fair Empirical Risk Minimization via Exponential Rényi Mutual Information—0
Generative Auto-Encoder: Non-adversarial Controllable Synthesis with Disentangled Exploration—0
Generative Fairness Teaching—0
Individually Fair Rankings—0
Fair Differential Privacy Can Mitigate the Disparate Impact on Model Accuracy—0
Fairness guarantee in analysis of incomplete data—0
Fairness in Machine Learning—0
Fairness-Oriented User Scheduling for Bursty Downlink Transmission Using Multi-Agent Reinforcement Learning—0
Provably Training Overparameterized Neural Network Classifiers with Non-convex Constraints—0
A Maximal Correlation Approach to Imposing Fairness in Machine Learning—0
Towards Fair Deep Anomaly Detection—0
Prosocial Norm Emergence in Multiagent Systems—0
dalex: Responsible Machine Learning with Interactive Explainability and Fairness in PythonCode0
A Regret bound for Non-stationary Multi-Armed Bandits with Fairness Constraints—0
Unbiased Subdata Selection for Fair Classification: A Unified Framework and Scalable Algorithms—0
Confronting Abusive Language Online: A Survey from the Ethical and Human Rights Perspective—0
The Importance of Modeling Data Missingness in Algorithmic Fairness: A Causal Perspective—0
Fairness, Welfare, and Equity in Personalized Pricing—0
Biased Models Have Biased Explanations—0
Fundamental Limits and Tradeoffs in Invariant Representation Learning—0
Fair for All: Best-effort Fairness Guarantees for Classification—0
Fairness and Accuracy in Federated Learning—0
Affirmative Algorithms: The Legal Grounds for Fairness as Awareness—0
Hiring from a pool of workers—0
Fairkit, Fairkit, on the Wall, Who's the Fairest of Them All? Supporting Data Scientists in Training Fair ModelsCode0
I3DOL: Incremental 3D Object Learning without Catastrophic Forgetting—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