Stable Machine Learning

This thesis explores one of the most fundamental questions in Machine Learning, namely, how should the "learning" component in Machine Learning be done? For essentially the entire history of the field, ever since Mosteller and Tukey proposed the paradigm in 1968, the answer has remained co...

Full description

Bibliographic Details
Main Author: Paskov, Ivan Spassimirov
Other Authors: Bertsimas, Dimitris
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/143350