Index Catalog // Digital WPI

Skip to Content

Home
Browse
About
Help

Explore, Discover, Share

Advanced search

Search Constraints

Start Over

Filtering by: Committee Paffenroth, Randy Remove constraint Committee: Paffenroth, Randy Collections Masters Theses Remove constraint Collections: Masters Theses

« Previous | 1 - 10 of 20 | Next »

relevance
date uploaded ▼
date uploaded ▲
date modified ▼
date modified ▲

Number of results to display per page

10 per page
20 per page
50 per page
100 per page

View results as:

List Gallery Masonry Slideshow

Search Results

Anomaly Detection with Advanced Nonlinear Dimensionality Reduction

Keyword:

Anomaly Detection, Dimensionality Reduction, Manifold Learning, and Unsupervised Learning

Creator:

Beach, David J.

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2020-05-07

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Dimension Reduction and LASSO using Pointwise and Group Norms

Keyword:

Dimension Reduction, LASSO, and Robust Sparse PCA

Creator:

Jutras, Melanie A

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2018-12-12

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Parameter Continuation with Secant Approximation for Deep Neural Networks

Keyword:

non-convex, homotopy, Deep Learning, parameter continuation , Optimization, and secant

Creator:

Pathak, Harsh N.

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2018-12-05

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Kernel Coherence Encoders

Keyword:

Kernel methods, Autoencoders, KCCA, and CCA

Creator:

Sun, Fangzheng

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2018-04-23

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Compressed Sensing via Partial L1 Minimization

Keyword:

partial L1 minimization, the augmented Lagrangian method , L0 minimization, truncated L1 minimization, compressed sensing, and L1 minimization

Creator:

Zhong, Lu

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2017-04-27

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
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
Multi-modal Deep Learning

Keyword:

multi-modal and deep learning

Creator:

Liu, Si

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-04-26

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science

« Previous
Next »
1
2

Limit your search

Collections

Masters Theses[remove]20

Year

Year range begin – Year range end

Current results range from 2015 to 2023

View distribution

Creator

Amadeo, Lily1
Barger, Maria1
Beach, David J.1
Bennett, Marissa A.1
Biradar, Rakesh1
more Creators »

Advisor

Agu, Emmanuel O.2
Harrison, Lane T.1
Kong, Xiangnan2
Mangoubi, Oren Rami1
Paffenroth, Randy Clinton15
more Advisors »

Contributor

Agu, Emmanuel O.2
Harrison, Lane T.1
Kong, Xiangnan3
Liu, Xiaozhong1
Mangoubi, Oren Rami1
more Contributors »

Unit (Department)

Computer Science1
Data Science18
Mathematical Sciences1

Publisher

Worcester Polytechnic Institute20

Resource type

Thesis20

License

https://creativecommons.org/licenses/by-nc/4.0/1

A service of Samvera.

Digital WPI v3.3.0

Login

Copyright © 2018 Samvera Licensed under the Apache License, Version 2.0