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Filtering by: 2024-06-24 Keyword deep learning Resource type Dissertation Subject Industrial Engineering and Management Sciences

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Description:: The thesis contains all four chapters of my Ph.D. research on deep learning and text mining. The first chapter, "Temporal Topic Analysis with Endogenous and Exogenous Processes'', proposes a topic model which mines temporal economy-related documents with an exogenous economic indicator, and finds the relationship between document topics and the...
Keyword:: deep learning and text mining
Subject:: Industrial Engineering and Management Sciences
Creator:: Baiyang Wang
Owner:: Scholarly Digital Publishing
Date Uploaded:: 02/15/2019
Date Modified:: 02/15/2019
Date Created:: 2017-01-01
Resource Type:: Dissertation

Description:: The goal of this thesis is to design practical algorithms for nonlinear optimization in the case when the objective function is stochastic or nonsmooth. The thesis is divided into three chapters. Chapter 1 describes an active-set method for the minimization of an objective function that is structurally nonsmooth, viz., it...
Keyword:: machine learning, optimization, deep learning, Newton, nonsmooth, and quasi-Newton
Subject:: Industrial Engineering and Management Sciences
Creator:: Nitish Shirish Keskar
Owner:: Scholarly Digital Publishing
Date Uploaded:: 04/16/2018
Date Modified:: 04/16/2018
Date Created:: 2017-01-01
Resource Type:: Dissertation

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