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Filtering by: Advisor Paffenroth, Randy Clinton Unit (Department) Mathematical Sciences

Mathematical Principles for Deconstructing Deep Learning: Theory and Application to Electromagnetic Signals

Keyword:

Signal Processing, Activation Function, Electromagnetics, Neural Networks, Deep Learning, and Polynomial Activation

Creator:

Witz, Evan

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-08-05

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mathematical Sciences
Optimal Ensembles for Deep Learning: Theory and Practice

Keyword:

Deep Learning, Theory, Diversity, Application, Ensemble Learning, and Training Algorithm

Creator:

Li, Wenjing

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-05-05

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mathematical Sciences
Kirchhoff Graphs

Keyword:

Kirchhoff graphs, matrices, vector graphs, and matroids

Creator:

Reese, Tyler Michael

Advisor:

Servatius, Brigitte, Paffenroth, Randy Clinton, and Fehribach, Joseph D.

Publisher:

Worcester Polytechnic Institute

Date Created:

2018-03-22

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mathematical Sciences
Maximum Likelihood Identification of an Information Matrix Under Constraints in a Corresponding Graphical Model

Keyword:

Closed Form Solutions, Convex Optimization, Graphical Models, and Information Matrix

Creator:

Li, Nan

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2017-01-22

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Mathematical Sciences
Predicting Patient Satisfaction With Ensemble Methods

Keyword:

bagging, random forests, decision trees, patient satisfaction, and ensemble methods

Creator:

Rosales, Elisa Renee

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2015-04-30

Resource Type:

Report

Degree:

MS

Unit (Department):

Mathematical Sciences