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Paffenroth, Randy
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Resultados da Busca
Robust Generative Models for Deep Learning and Applications
O Criador:
Karkare, Rasika
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Data Criada:
2022-08-16
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Anomaly Detection with Advanced Nonlinear Dimensionality Reduction
Palavra-chave:
Anomaly Detection
,
Dimensionality Reduction
,
Manifold Learning
, and
Unsupervised Learning
O Criador:
Beach, David J.
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Data Criada:
2020-05-07
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Dimension Reduction and LASSO using Pointwise and Group Norms
Palavra-chave:
Dimension Reduction
,
LASSO
, and
Robust Sparse PCA
O Criador:
Jutras, Melanie A
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Data Criada:
2018-12-12
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Parameter Continuation with Secant Approximation for Deep Neural Networks
Palavra-chave:
non-convex
,
homotopy
,
Deep Learning
,
parameter continuation
,
Optimization
, and
secant
O Criador:
Pathak, Harsh N.
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Data Criada:
2018-12-05
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Kernel Coherence Encoders
Palavra-chave:
Kernel methods
,
Autoencoders
,
KCCA
, and
CCA
O Criador:
Sun, Fangzheng
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Data Criada:
2018-04-23
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Compressed Sensing via Partial L1 Minimization
Palavra-chave:
partial L1 minimization
,
the augmented Lagrangian method
,
L0 minimization
,
truncated L1 minimization
,
compressed sensing
, and
L1 minimization
O Criador:
Zhong, Lu
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Data Criada:
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
Palavra-chave:
Closed Form Solutions
,
Convex Optimization
,
Graphical Models
, and
Information Matrix
O Criador:
Li, Nan
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Data Criada:
2017-01-22
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Robust Auto-encoders
Palavra-chave:
Auto-encoder
,
Deep Learning
, and
Robust Auto-encoder
O Criador:
Zhou, Chong
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Data Criada:
2016-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Analysis and Prediction of Community Structure Using Unsupervised Learning
Palavra-chave:
eRPCA
,
Community Prediction
,
Low Rank
, and
Sparse Matrix
O Criador:
Biradar, Rakesh
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Data Criada:
2016-01-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Large Scale Matrix Completion and Recommender Systems
Palavra-chave:
low rank matrix
,
Principal Component Analysis
,
robust principal component analysis
,
matrix completion
,
recommender systems
, and
convex relaxation
O Criador:
Amadeo, Lily
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Data Criada:
2015-09-04
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
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PhD Dissertations
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Masters Theses
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O Criador
Ahani, Narges
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1
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1
Beach, David J.
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2
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1
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1
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1
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Agu, Emmanuel O.
2
Alkhateeb, Ahmed
1
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1
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Bioinformatics & Computational Biology
1
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Worcester Polytechnic Institute
54
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Dissertation
32
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21
Report
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https://creativecommons.org/licenses/by-nc/4.0/
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