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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 826–850 of 1041 papers

TitleStatusHype
Pitfalls of Explainable ML: An Industry Perspective—0
Play MNIST For Me! User Studies on the Effects of Post-Hoc, Example-Based Explanations & Error Rates on Debugging a Deep Learning, Black-Box Classifier—0
Polynomial Threshold Functions of Bounded Tree-Width: Some Explainability and Complexity Aspects—0
Post-hoc explanation of black-box classifiers using confident itemsets—0
Precision of Individual Shapley Value Explanations—0
Predicting and explaining nonlinear material response using deep Physically Guided Neural Networks with Internal Variables—0
Predictive K-means with local models—0
Principles of Explanation in Human-AI Systems—0
Privacy Meets Explainability: A Comprehensive Impact Benchmark—0
Privacy-Preserving Federated Learning with Differentially Private Hyperdimensional Computing—0
Privacy Risks and Preservation Methods in Explainable Artificial Intelligence: A Scoping Review—0
Proceedings of ICML 2021 Workshop on Theoretic Foundation, Criticism, and Application Trend of Explainable AI—0
Proceedings of the AI-HRI Symposium at AAAI-FSS 2020—0
Process Knowledge-infused Learning for Suicidality Assessment on Social Media—0
Process Knowledge-infused Learning for Clinician-friendly Explanations—0
Propagated Perturbation of Adversarial Attack for well-known CNNs: Empirical Study and its Explanation—0
Explainability of Predictive Process Monitoring Results: Can You See My Data Issues?Code0
From Philosophy to Interfaces: an Explanatory Method and a Tool Inspired by Achinstein's Theory of ExplanationCode0
Quantifying Explainability of Saliency Methods in Deep Neural Networks with a Synthetic DatasetCode0
Quantitative Analysis of Primary Attribution Explainable Artificial Intelligence Methods for Remote Sensing Image ClassificationCode0
cito: An R package for training neural networks using torchCode0
Explainability in Practice: Estimating Electrification Rates from Mobile Phone Data in SenegalCode0
An Interaction-based Convolutional Neural Network (ICNN) Towards Better Understanding of COVID-19 X-ray ImagesCode0
Counterfactual Explanation with Multi-Agent Reinforcement Learning for Drug Target PredictionCode0
Eliminating The Impossible, Whatever Remains Must Be TrueCode0
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