Guest editorial: Robust, explainable, and privacy-preserving deep learning

摘要

? 2023 Elsevier B.V.This special issue presents robust, explainable, and efficient next-generation deep learning algorithms with data privacy and theoretical guarantees will improve the understanding and explainability of deep neural networks; improve the accuracy of deep learning leveraging new stochastic optimization and neural architecture search; and increase the computational efficiency and stability of the deep learning training process with new algorithms that will scale.