Automated machine learning (AutoML) is the automated process that applies machine learning models to real-world problems. AutoML automates the selection, composition and tuning of algorithms. It ...

Automatic speech recognition (ASR) has matured from early statistical frameworks into sophisticated end-to-end neural paradigms. Classical systems employed hidden Markov models (HMMs) coupled with ...

Machine learning components are enabling advances in self-driving cars, the power grid, and robotic medicine, but what are the implications for safety? Decades of research and practice in safety ...