Well-Posed Machine Learning Model via Continuous Limit

This article introduce “well-posed” machine learning model via Continouous time limit of Machine Learning.

Well-Posedness

Three Continuous Limt

Infinite-Width Limit: Mean-Field Limit of Neural Network

Infinite-Depth Limit: ODE/SDE Limit of Neural Network

Infinite-Data Limit: Continuous-Time Analysis of Algorithms