Machine learning on a budget

Thesis (Ph.D.)--Boston University === In a typical discriminative learning setting, a set of labeled training examples is given, and the goal is to learn a decision rule that accurately classifies (or labels) unseen test examples. Much of machine learning research has focused on improving accuracy,...

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Bibliographic Details
Main Author: Trapeznikov, Kirill
Language:en_US
Published: Boston University 2015
Online Access:https://hdl.handle.net/2144/11067