Computer Science Theses and Dissertations

Theses and Dissertations for the Computer Science department.

Refine your results

Description:: This thesis examines measures of sample complexity as a means to evaluate the effectiveness and reliability of machine learning algorithms. We give an overview of …
Year:: 2018
Contributor:: Sanford, Clayton Hendrick (Creator); Upfal, Eli (advisor); Kinnaird, Katherine M. Kinnaird (reader); Brown University (sponsor)
Genre:: theses
Subject:: machine learning; sample complexity; confidence bounds
Collection:: Computer Science; Theses and Dissertations

Full Record