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Fairness

Papers

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Showing 5251–5300 of 5676 papers

TitleStatusHype
Fairness in Deep Learning: A Computational Perspective—0
Efficient Task-Specific Data Valuation for Nearest Neighbor AlgorithmsCode0
Data Management for Causal Algorithmic Fairness—0
Towards Reducing Biases in Combining Multiple Experts Online—0
Recommender Systems Fairness Evaluation via Generalized Cross Entropy—0
Radio Resource Management for V2V Multihop Communication Considering Adjacent Channel Interference—0
Bayesian Inference for Large Scale Image Classification—0
"Conservatives Overfit, Liberals Underfit": The Social-Psychological Control of Affect and Uncertainty—0
Paired-Consistency: An Example-Based Model-Agnostic Approach to Fairness Regularization in Machine Learning—0
On the Existence of Simpler Machine Learning Models—0
Discovery of Bias and Strategic Behavior in Crowdsourced Performance Assessment—0
What is the Point of Fairness? Disability, AI and The Complexity of Justice—0
Bias Disparity in Collaborative Recommendation: Algorithmic Evaluation and ComparisonCode0
The many dimensions of algorithmic fairness in educational applications—0
FairSight: Visual Analytics for Fairness in Decision MakingCode0
Equity Beyond Bias in Language Technologies for Education—0
Equalizing Gender Bias in Neural Machine Translation with Word Embeddings Techniques—0
Adapting SQuaRE for Quality Assessment of Artificial Intelligence Systems—0
Multi-stakeholder Recommendation and its Connection to Multi-sided Fairness—0
Wasserstein Fair ClassificationCode0
How model accuracy and explanation fidelity influence user trust—0
Fairness in Reinforcement Learning—0
Towards Logical Specification of Statistical Machine Learning—0
Achieving Fairness in the Stochastic Multi-armed Bandit Problem—0
Towards Realistic Individual Recourse and Actionable Explanations in Black-Box Decision Making SystemsCode0
Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems—0
A Conceptual Framework for Evaluating Fairness in Search—0
Fair quantile regression—0
CADS: Core-Aware Dynamic Scheduler for Multicore Memory Controllers—0
Fairness-enhancing interventions in stream classification—0
Fairness and Diversity in the Recommendation and Ranking of Participatory Media Content—0
FAHT: An Adaptive Fairness-aware Decision Tree ClassifierCode0
Almost Group Envy-free Allocation of Indivisible Goods and Chores—0
A Causal Bayesian Networks Viewpoint on Fairness—0
Counterfactual Reasoning for Fair Clinical Risk Prediction—0
Proceedings of FACTS-IR 2019—0
Fairness without Regret—0
The What-If Tool: Interactive Probing of Machine Learning ModelsCode0
Composable Core-sets for Determinant Maximization: A Simple Near-Optimal Algorithm—0
The FACTS of Technology-Assisted Sensitivity Review—0
Toward Fairness in AI for People with Disabilities: A Research Roadmap—0
FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture SearchCode0
Operationalizing Individual Fairness with Pairwise Fair Representations—0
The Sensitivity of Counterfactual Fairness to Unmeasured ConfoundingCode0
A Transparent Framework for Evaluating Unintended Demographic Bias in Word Embeddings—0
Multi-Armed Bandits with Fairness Constraints for Distributing Resources to Human Teammates—0
Rényi Fair Inference—0
Training individually fair ML models with Sensitive Subspace RobustnessCode0
Learning Fair Representations for Kernel ModelsCode0
Fairness criteria through the lens of directed acyclic graphical models—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