19 citations · 21 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 2 cited
Multipath agents for modular multitask ML systems
Andrea Gesmundo
A standard ML model is commonly generated by a single method that specifies aspects such as architecture, initialization, training data and hyperparameters configuration. The prese…
cs.LG2022★ 19 cited
A Continual Development Methodology for Large-scale Multitask Dynamic ML Systems
Andrea Gesmundo
The traditional Machine Learning (ML) methodology requires to fragment the development and experimental process into disconnected iterations whose feedback is used to guide design…