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Mathematical Methods Spherical Coordinates Integrals and Computational Python

Explore advanced mathematical techniques with Mathematical Methods Spherical Coordinates Integrals and Computational Python. This video dives into spherical coordinate systems, integral calculus in ...
IEEE

RuleExplorer: A Scalable Matrix Visualization for Understanding Tree Ensemble Classifiers

Abstract: The high performance of tree ensemble classifiers benefits from a large set of rules, which, in turn, makes the models hard to understand. To improve interpretability, existing methods ...
IEEE

Minimizing Adversarial Training Samples for Robust Image Classifiers: Analysis and Adversarial Example Generator Design

Abstract: Training deep neural networks (DNNs) with altered data, known as adversarial training, is essential for improving their robustness. A significant challenge emerges as the robustness ...