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Filtering by: Contributor Paffenroth, Randy Clinton

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
Robust Auto-encoders

Keyword:

Auto-encoder, Deep Learning, and Robust Auto-encoder

Creator:

Zhou, Chong

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2016-04-27

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Analysis and Prediction of Community Structure Using Unsupervised Learning

Keyword:

eRPCA, Community Prediction, Low Rank, and Sparse Matrix

Creator:

Biradar, Rakesh

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2016-01-26

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Large Scale Matrix Completion and Recommender Systems

Keyword:

low rank matrix, Principal Component Analysis, robust principal component analysis, matrix completion, recommender systems, and convex relaxation

Creator:

Amadeo, Lily

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2015-09-04

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
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