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Paffenroth, Randy Clinton
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Kernel Coherence Encoders
关键词:
Kernel methods
,
Autoencoders
,
KCCA
, and
CCA
创造者:
Sun, Fangzheng
Advisor:
Paffenroth, Randy Clinton
出版者:
Worcester Polytechnic Institute
创建日期:
2018-04-23
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Kirchhoff Graphs
关键词:
Kirchhoff graphs
,
matrices
,
vector graphs
, and
matroids
创造者:
Reese, Tyler Michael
Advisor:
Servatius, Brigitte
,
Paffenroth, Randy Clinton
, and
Fehribach, Joseph D.
出版者:
Worcester Polytechnic Institute
创建日期:
2018-03-22
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Compressed Sensing via Partial L1 Minimization
关键词:
partial L1 minimization
,
the augmented Lagrangian method
,
L0 minimization
,
truncated L1 minimization
,
compressed sensing
, and
L1 minimization
创造者:
Zhong, Lu
Advisor:
Paffenroth, Randy Clinton
出版者:
Worcester Polytechnic Institute
创建日期:
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
关键词:
Closed Form Solutions
,
Convex Optimization
,
Graphical Models
, and
Information Matrix
创造者:
Li, Nan
Advisor:
Paffenroth, Randy Clinton
出版者:
Worcester Polytechnic Institute
创建日期:
2017-01-22
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Robust Auto-encoders
关键词:
Auto-encoder
,
Deep Learning
, and
Robust Auto-encoder
创造者:
Zhou, Chong
Advisor:
Paffenroth, Randy Clinton
出版者:
Worcester Polytechnic Institute
创建日期:
2016-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Analysis and Prediction of Community Structure Using Unsupervised Learning
关键词:
eRPCA
,
Community Prediction
,
Low Rank
, and
Sparse Matrix
创造者:
Biradar, Rakesh
Advisor:
Paffenroth, Randy Clinton
出版者:
Worcester Polytechnic Institute
创建日期:
2016-01-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Large Scale Matrix Completion and Recommender Systems
关键词:
low rank matrix
,
Principal Component Analysis
,
robust principal component analysis
,
matrix completion
,
recommender systems
, and
convex relaxation
创造者:
Amadeo, Lily
Advisor:
Paffenroth, Randy Clinton
出版者:
Worcester Polytechnic Institute
创建日期:
2015-09-04
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Predicting Patient Satisfaction With Ensemble Methods
关键词:
bagging
,
random forests
,
decision trees
,
patient satisfaction
, and
ensemble methods
创造者:
Rosales, Elisa Renee
Advisor:
Paffenroth, Randy Clinton
出版者:
Worcester Polytechnic Institute
创建日期:
2015-04-30
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
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Major Qualifying Projects
37
Masters Theses
16
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13
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1
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创造者
Albuquerque, Abigail
1
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1
Ardhaldjian, Ardavasd
1
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1
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2
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Agheli Hajiabadi, Mohammad Mahdi
2
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2
Brown, Donald R.
6
Ching, Kenny
3
Eltabakh, Mohamed Y.
1
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Contributor
Bidigare, Patrick
1
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1
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1
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2
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1
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Project Center
MITRE-Bedford, Massachusetts Project Center - MQP
1
Switzerland Project Center - MQP
2
Zurich, Switzerland Project Center - MQP
4
Major
Architectural Engineering
1
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1
Computer Science
23
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6
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2
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Computer Science
2
Data Science
23
Mathematical Sciences
5
出版者
Worcester Polytechnic Institute
68
学科
Computing
8
Industry
3
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1
Innovation
5
Learning
2
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UN SDG
9 - Industry, Innovation and Infrastructure
3
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Major Qualifying Project
37
Thesis
16
Dissertation
13
Interactive Qualifying Project
1
Report
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https://creativecommons.org/licenses/by/4.0/
3
https://creativecommons.org/licenses/by-nc/4.0/
2
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Provost's MQP Award
1
