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Filtrado por: Committee Paffenroth, Randy C. Eliminar la restricciónCommittee: Paffenroth, Randy C.

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Parameter Continuation with Secant Approximation for Deep Neural Networks

Palabra clave:

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

Creador:

Pathak, Harsh N.

Advisor:

Paffenroth, Randy Clinton

Editor:

Worcester Polytechnic Institute

Fecha de Creacion:

2018-12-05

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
A Detailed Accounting of Error in Neural Networks: Applications to Electromagnetics

Palabra clave:

error analysis, electromagnetic signal processing, machine learning, kalman filter, source localization, and maximum likelihood estimator (MLE)

Creador:

Barger, Maria

Advisor:

Paffenroth, Randy Clinton

Editor:

Worcester Polytechnic Institute

Fecha de Creacion:

2022-08-08

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Analytics for Refugee Resettlement

Palabra clave:

Refugees, Integer Programming, Decision Support Systems, Humanitarian, Machin Learning, and Operation Research

Creador:

Ahani, Narges

Advisor:

Trapp, Andrew C

Editor:

Worcester Polytechnic Institute

Fecha de Creacion:

2022-05-06

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Robust Generative Models for Deep Learning and Applications

Creador:

Karkare, Rasika

Advisor:

Paffenroth, Randy Clinton

Editor:

Worcester Polytechnic Institute

Fecha de Creacion:

2022-08-16

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Anomaly Detection with Advanced Nonlinear Dimensionality Reduction

Palabra clave:

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

Creador:

Beach, David J.

Advisor:

Paffenroth, Randy Clinton

Editor:

Worcester Polytechnic Institute

Fecha de Creacion:

2020-05-07

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Dimension Reduction and LASSO using Pointwise and Group Norms

Palabra clave:

Dimension Reduction, LASSO, and Robust Sparse PCA

Creador:

Jutras, Melanie A

Advisor:

Paffenroth, Randy Clinton

Editor:

Worcester Polytechnic Institute

Fecha de Creacion:

2018-12-12

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Kernel Coherence Encoders

Palabra clave:

Kernel methods, Autoencoders, KCCA, and CCA

Creador:

Sun, Fangzheng

Advisor:

Paffenroth, Randy Clinton

Editor:

Worcester Polytechnic Institute

Fecha de Creacion:

2018-04-23

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Compressed Sensing via Partial L1 Minimization

Palabra clave:

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

Creador:

Zhong, Lu

Advisor:

Paffenroth, Randy Clinton

Editor:

Worcester Polytechnic Institute

Fecha de Creacion:

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

Palabra clave:

Closed Form Solutions, Convex Optimization, Graphical Models, and Information Matrix

Creador:

Li, Nan

Advisor:

Paffenroth, Randy Clinton

Editor:

Worcester Polytechnic Institute

Fecha de Creacion:

2017-01-22

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Mathematical Sciences
Robust Auto-encoders

Palabra clave:

Auto-encoder, Deep Learning, and Robust Auto-encoder

Creador:

Zhou, Chong

Advisor:

Paffenroth, Randy Clinton

Editor:

Worcester Polytechnic Institute

Fecha de Creacion:

2016-04-27

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science

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PhD Dissertations31
Masters Theses20
Masters Reports1

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Current results range from 2015 to 2023

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Creador

Ahani, Narges1
Amadeo, Lily1
Bahadur, Nitish1
Barger, Maria1
Beach, David J.1
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Advisor

Agu, Emmanuel O.2
Apelian, Diran1
Brown, Donald R.1
Capogna, Luca1
Citti, Giovanna1
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Contributor

Agu, Emmanuel O.2
Alkhateeb, Ahmed1
Anderson, Kevin1
Apelian, Diran1
Bidigare, Patrick1
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Unit (Department)

Bioinformatics & Computational Biology1
Business Administration1
Computer Science4
Data Science35
Electrical & Computer Engineering3
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Editor

Worcester Polytechnic Institute52

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Not Specified1

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Dissertation31
Thesis20
Report1

License

https://creativecommons.org/licenses/by-nc/4.0/2

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