Andréa Gesmundo

A Continual Development Methodology for Large-scale Multitask Dynamic ML Systems

2022 · arXiv (Cornell University)

The traditional Machine Learning (ML) methodology requires to fragment the development and experimental process into disconnected iterations whose feedback is used to guide design or tuning choices. This methodology has multiple efficiency and scalability disadvantages, …