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Committee
Paffenroth, Randy C.
Entfernen Zwang Committee: Paffenroth, Randy C.
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Parameter Continuation with Secant Approximation for Deep Neural Networks
Stichwort:
non-convex
,
homotopy
,
Deep Learning
,
parameter continuation
,
Optimization
, and
secant
Schöpfer:
Pathak, Harsh N.
Advisor:
Paffenroth, Randy Clinton
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2018-12-05
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
A Detailed Accounting of Error in Neural Networks: Applications to Electromagnetics
Stichwort:
error analysis
,
electromagnetic signal processing
,
machine learning
,
kalman filter
,
source localization
, and
maximum likelihood estimator (MLE)
Schöpfer:
Barger, Maria
Advisor:
Paffenroth, Randy Clinton
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2022-08-08
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Analytics for Refugee Resettlement
Stichwort:
Refugees
,
Integer Programming
,
Decision Support Systems
,
Humanitarian
,
Machin Learning
, and
Operation Research
Schöpfer:
Ahani, Narges
Advisor:
Trapp, Andrew C
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2022-05-06
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Robust Generative Models for Deep Learning and Applications
Schöpfer:
Karkare, Rasika
Advisor:
Paffenroth, Randy Clinton
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2022-08-16
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Anomaly Detection with Advanced Nonlinear Dimensionality Reduction
Stichwort:
Anomaly Detection
,
Dimensionality Reduction
,
Manifold Learning
, and
Unsupervised Learning
Schöpfer:
Beach, David J.
Advisor:
Paffenroth, Randy Clinton
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2020-05-07
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Dimension Reduction and LASSO using Pointwise and Group Norms
Stichwort:
Dimension Reduction
,
LASSO
, and
Robust Sparse PCA
Schöpfer:
Jutras, Melanie A
Advisor:
Paffenroth, Randy Clinton
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2018-12-12
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Kernel Coherence Encoders
Stichwort:
Kernel methods
,
Autoencoders
,
KCCA
, and
CCA
Schöpfer:
Sun, Fangzheng
Advisor:
Paffenroth, Randy Clinton
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2018-04-23
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Compressed Sensing via Partial L1 Minimization
Stichwort:
partial L1 minimization
,
the augmented Lagrangian method
,
L0 minimization
,
truncated L1 minimization
,
compressed sensing
, and
L1 minimization
Schöpfer:
Zhong, Lu
Advisor:
Paffenroth, Randy Clinton
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
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
Stichwort:
Closed Form Solutions
,
Convex Optimization
,
Graphical Models
, and
Information Matrix
Schöpfer:
Li, Nan
Advisor:
Paffenroth, Randy Clinton
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2017-01-22
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Robust Auto-encoders
Stichwort:
Auto-encoder
,
Deep Learning
, and
Robust Auto-encoder
Schöpfer:
Zhou, Chong
Advisor:
Paffenroth, Randy Clinton
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2016-04-27
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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2024
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Schöpfer
Ahani, Narges
1
Amadeo, Lily
1
Bahadur, Nitish
1
Barger, Maria
1
Beach, David J.
1
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Advisor
Agu, Emmanuel O.
2
Apelian, Diran
1
Brown, Donald R.
1
Capogna, Luca
1
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1
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Contributor
Agu, Emmanuel O.
2
Alkhateeb, Ahmed
1
Anderson, Kevin
1
Apelian, Diran
1
Bidigare, Patrick
1
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Bioinformatics & Computational Biology
1
Business Administration
1
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1
Computer Science
4
Data Science
35
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Worcester Polytechnic Institute
54
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1
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Dissertation
32
Thesis
21
Report
1
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https://creativecommons.org/licenses/by-nc/4.0/
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