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Sparse Learning in Brain Networks and Brain-like Artificial Intelligence

Keyword:

sparse modeling, spiking neural network, gaussian mixture model, spatio-temporal data, graphical lasso, and spike train

Creator:

Yin, Hang

Advisor:

Kong, Xiangnan

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-04-21

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Robust Deep Learning Algorithms for System Identification

Keyword:

Ordinary Differential Equations, Deep Learning, Neural Network, Generalization Gap, System Identification, and Neural Network Regularization

Creator:

Negrini, Elisa

Advisor:

Capogna, Luca and Citti, Giovanna

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-04-23

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mathematical Sciences
Multi-modal Deep Learning

Keyword:

multi-modal and deep learning

Creator:

Liu, Si

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-04-26

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Modern Computer Science Approaches in Biology: From Predicting Molecular Functions to Modeling Protein Structure

Creator:

Narykov, Oleksandr

Advisor:

Korkin, Dmitry

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-04-27

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Analytics for Refugee Resettlement

Keyword:

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

Creator:

Ahani, Narges

Advisor:

Trapp, Andrew C

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-05-06

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Dimension Estimation and Application in Finance

Creator:

Bahadur, Nitish

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-12-03

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Cycles Improve Conditional Generators

Keyword:

GAN, Conditional, Deep Learning, Generation, Cycle, and Machine Leaning

Creator:

Moore, Alexander M.

Advisor:

Paffenroth, Randy Clinton and Kong, Xiangnan

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-04-30

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
A Multi-stage Anti-blur Network for Unsupervised Deformable Image Registration

Creator:

Su, Yao

Advisor:

Kong, Xiangnan

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-05-04

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Optimal Ensembles for Deep Learning: Theory and Practice

Keyword:

Deep Learning, Theory, Diversity, Application, Ensemble Learning, and Training Algorithm

Creator:

Li, Wenjing

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-05-05

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mathematical Sciences
Modeling Heterogeneous Users Behaviors in Online Systems

Keyword:

Neural Recommenders, Metric Learning, Consumer Behaviors, Quaternion Space, User Modeling, and Recommendation Systems

Creator:

Tran, Thanh D.

Advisor:

Lee, Kyumin

Publisher:

Worcester Polytechnic Institute

Date Created:

2020-11-21

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science

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PhD Dissertations33
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Ahani, Narges1
Amadeo, Lily1
Bahadur, Nitish1
Barger, Maria2
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Agu, Emmanuel O.2
Apelian, Diran1
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Alkhateeb, Ahmed1
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Worcester Polytechnic Institute55

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9 - Industry, Innovation and Infrastructure1
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Dissertation33
Thesis21
Report1

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