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Filtrage par: Committee Paffenroth, Randy Supprimer la restriction Committee: Paffenroth, Randy

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Robust Generative Models for Deep Learning and Applications

Créateur:

Karkare, Rasika

Advisor:

Paffenroth, Randy Clinton

Éditeur:

Worcester Polytechnic Institute

date créée:

2022-08-16

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Anomaly Detection with Advanced Nonlinear Dimensionality Reduction

Mot-clé:

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

Créateur:

Beach, David J.

Advisor:

Paffenroth, Randy Clinton

Éditeur:

Worcester Polytechnic Institute

date créée:

2020-05-07

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Dimension Reduction and LASSO using Pointwise and Group Norms

Mot-clé:

Dimension Reduction, LASSO, and Robust Sparse PCA

Créateur:

Jutras, Melanie A

Advisor:

Paffenroth, Randy Clinton

Éditeur:

Worcester Polytechnic Institute

date créée:

2018-12-12

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Parameter Continuation with Secant Approximation for Deep Neural Networks

Mot-clé:

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

Créateur:

Pathak, Harsh N.

Advisor:

Paffenroth, Randy Clinton

Éditeur:

Worcester Polytechnic Institute

date créée:

2018-12-05

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Kernel Coherence Encoders

Mot-clé:

Kernel methods, Autoencoders, KCCA, and CCA

Créateur:

Sun, Fangzheng

Advisor:

Paffenroth, Randy Clinton

Éditeur:

Worcester Polytechnic Institute

date créée:

2018-04-23

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Compressed Sensing via Partial L1 Minimization

Mot-clé:

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

Créateur:

Zhong, Lu

Advisor:

Paffenroth, Randy Clinton

Éditeur:

Worcester Polytechnic Institute

date créée:

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

Mot-clé:

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

Créateur:

Li, Nan

Advisor:

Paffenroth, Randy Clinton

Éditeur:

Worcester Polytechnic Institute

date créée:

2017-01-22

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Mathematical Sciences
Robust Auto-encoders

Mot-clé:

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

Créateur:

Zhou, Chong

Advisor:

Paffenroth, Randy Clinton

Éditeur:

Worcester Polytechnic Institute

date créée:

2016-04-27

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Analysis and Prediction of Community Structure Using Unsupervised Learning

Mot-clé:

eRPCA, Community Prediction, Low Rank, and Sparse Matrix

Créateur:

Biradar, Rakesh

Advisor:

Paffenroth, Randy Clinton

Éditeur:

Worcester Polytechnic Institute

date créée:

2016-01-26

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Large Scale Matrix Completion and Recommender Systems

Mot-clé:

low rank matrix, Principal Component Analysis, robust principal component analysis, matrix completion, recommender systems, and convex relaxation

Créateur:

Amadeo, Lily

Advisor:

Paffenroth, Randy Clinton

Éditeur:

Worcester Polytechnic Institute

date créée:

2015-09-04

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science

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Collections

PhD Dissertations34
Masters Theses23
Masters Reports1

Year

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Current results range from 2015 to 2024

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Créateur

Ahani, Narges1
Amadeo, Lily1
Bahadur, Nitish1
Barger, Maria2
Beach, David J.1
plus Créateurs »

Advisor

Agu, Emmanuel O.2
Apelian, Diran1
Bardeli, Rolf1
Brown, Donald R.1
Capogna, Luca1
plus Advisors »

Contributor

Agu, Emmanuel O.2
Alkhateeb, Ahmed1
Anderson, Kevin1
Apelian, Diran1
Bardeli, Rolf1
plus Contributors »

Unit (Department)

Bioinformatics & Computational Biology1
Business Administration1
Chemical Engineering1
Computer Science4
Data Science39
plus Unit (Department)s »

Éditeur

Worcester Polytechnic Institute58

UN SDG

9 - Industry, Innovation and Infrastructure2
Not Specified2

Type de ressource

Dissertation34
Thesis23
Report1

License

https://creativecommons.org/licenses/by-nc/4.0/2
https://creativecommons.org/licenses/by/4.0/1

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