Skip to Content
Toggle navigation
Home
Browse
Browse by Collection
Browse by Project Center
Browse Exhibits
About
About Us
Help
Login
Explore, Discover, Share
Search
Advanced search
Search Constraints
Start Over
Filtering by:
Committee
Paffenroth, Randy Clinton
Remove constraint Committee: Paffenroth, Randy Clinton
« Previous |
1
-
10
of
58
|
Next »
Sort by relevance
relevance
date uploaded ▼
date uploaded ▲
date modified ▼
date modified ▲
Number of results to display per page
10 per page
10
per page
20
per page
50
per page
100
per page
View results as:
List
Gallery
Masonry
Slideshow
Download search results to .CSV file
Search Results
Add to Category
Remove From Category
Robust Generative Models for Deep Learning and Applications
Creator:
Karkare, Rasika
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-16
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
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
« Previous
Next »
1
2
3
4
5
6
Toggle facets
Limit your search
Collections
PhD Dissertations
34
Masters Theses
23
Masters Reports
1
Year
Year range begin
–
Year range end
Current results range from
2015
to
2024
View distribution
Creator
Ahani, Narges
1
Amadeo, Lily
1
Bahadur, Nitish
1
Barger, Maria
2
Beach, David J.
1
more
Creators
»
Advisor
Agu, Emmanuel O.
2
Apelian, Diran
1
Bardeli, Rolf
1
Brown, Donald R.
1
Capogna, Luca
1
more
Advisors
»
Contributor
Agu, Emmanuel O.
2
Alkhateeb, Ahmed
1
Anderson, Kevin
1
Apelian, Diran
1
Bardeli, Rolf
1
more
Contributors
»
Unit (Department)
Bioinformatics & Computational Biology
1
Business Administration
1
Chemical Engineering
1
Computer Science
4
Data Science
39
more
Unit (Department)s
»
Publisher
Worcester Polytechnic Institute
58
UN SDG
9 - Industry, Innovation and Infrastructure
2
Not Specified
2
Resource type
Dissertation
34
Thesis
23
Report
1
License
https://creativecommons.org/licenses/by-nc/4.0/
2
https://creativecommons.org/licenses/by/4.0/
1