DeepView: Visualizing Classification Boundaries of Deep Neural Networks as Scatter Plots Using Discriminative Dimensionality Reduction
Schulz, Alexander ; https://orcid.org/0000-0002-0739-612X, Hinder, Fabian, Hammer, Barbara ; https://orcid.org/0000-0002-0935-5591
2020PUB – Publications at Bielefeld University (Bielefeld University)24 citations
Abstract
Schulz A, Hinder F, Hammer B. DeepView: Visualizing Classification Boundaries of Deep Neural Networks as Scatter Plots Using Discriminative Dimensionality Reduction. In: <em>Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, {IJCAI-20}</em>. 2020.
Topics & Concepts
Discriminative modelComputer scienceDimensionality reductionArtificial intelligenceOutlierArtificial neural networkDeep learningMachine learningReduction (mathematics)Data setSet (abstract data type)Code (set theory)Curse of dimensionalityPattern recognition (psychology)Data miningMathematicsGeometryProgramming languageAnomaly Detection Techniques and ApplicationsExplainable Artificial Intelligence (XAI)Adversarial Robustness in Machine Learning