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筛选: Advisor Paffenroth, Randy Clinton 删除限定条件 Advisor: Paffenroth, Randy Clinton Unit (Department) Data Science 删除限定条件 Unit (Department): Data Science

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Advancing Neural Network Optimization and Design Through the Lens of Continuation Methods and Iterative Dynamical Systems

关键词:

peft, homotopy, llm, continuation methods, deep learning, and iterative dynamical system

创造者:

Pathak, Harsh

Advisor:

Paffenroth, Randy Clinton

出版者:

Worcester Polytechnic Institute

创建日期:

2024-08-02

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Oracle Embeddings for Chemical Data Generation

关键词:

Generative Adversarial Network, Autoencoder, Mass Spectrometry, Neural Network, and Data Generation

创造者:

Dunham, Catherine

Advisor:

Paffenroth, Randy Clinton

出版者:

Worcester Polytechnic Institute

创建日期:

2024-08-06

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Iterative Models for Machine Learning in the Physical Sciences

关键词:

electromagnetics, iterative models, dynamical systems, neural network extrapolation, machine learning, and lunar lander

创造者:

Barger, Maria

Advisor:

Paffenroth, Randy Clinton

出版者:

Worcester Polytechnic Institute

创建日期:

2024-08-06

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Bespoke Neural Network Architectures for Rapid Multivariate Time Series Classification and Representation

关键词:

Deep Learning, Representation Learning, Transfer Learning, and Chemical Sensing

创造者:

Moore, Alexander

Advisor:

Mangoubi, Oren Rami, Eltabakh, Mohamed Y., and Paffenroth, Randy Clinton

出版者:

Worcester Polytechnic Institute

创建日期:

2023-08-08

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Exploring Neural Network Structure through Iterative Neural Networks: Connections to Dynamical Systems

关键词:

Iterative, Neural Network, Recurrent Neural Network, Machine Learning, Sparse, and Sparsity

创造者:

Hershey, Quincy

Advisor:

Paffenroth, Randy Clinton

出版者:

Worcester Polytechnic Institute

创建日期:

2023-04-20

Resource Type:

Thesis

Degree:

MS

Unit (Department):

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

关键词:

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

创造者:

Barger, Maria

Advisor:

Paffenroth, Randy Clinton

出版者:

Worcester Polytechnic Institute

创建日期:

2022-08-08

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Ensemble CNNs in Transform Domains for Small Data Image Super-resolution

关键词:

sparse domain, image super-resolution, ensemble, and neural network

创造者:

Liu, Yingnan

Advisor:

Paffenroth, Randy Clinton

出版者:

Worcester Polytechnic Institute

创建日期:

2022-08-08

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Robust Generative Models for Deep Learning and Applications

创造者:

Karkare, Rasika

Advisor:

Paffenroth, Randy Clinton

出版者:

Worcester Polytechnic Institute

创建日期:

2022-08-16

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Multi-modal Deep Learning

关键词:

multi-modal and deep learning

创造者:

Liu, Si

Advisor:

Paffenroth, Randy Clinton

出版者:

Worcester Polytechnic Institute

创建日期:

2022-04-26

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Dimension Estimation and Application in Finance

创造者:

Bahadur, Nitish

Advisor:

Paffenroth, Randy Clinton

出版者:

Worcester Polytechnic Institute

创建日期:

2021-12-03

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science

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Masters Theses14
PhD Dissertations9

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Current results range from 2015 to 2024

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创造者

Amadeo, Lily1
Bahadur, Nitish1
Barger, Maria2
Beach, David J.1
Biradar, Rakesh1
更多创造者s »

Advisor

Eltabakh, Mohamed Y.1
Kong, Xiangnan1
Mangoubi, Oren Rami1
Paffenroth, Randy Clinton[remove]23
Zou, Jian1

Contributor

Eltabakh, Mohamed Y.2
Heintz, Ilana1
Kong, Xiangnan4
Li, Yanhua5
Liu, Xiaozhong2
更多 Contributors »

Unit (Department)

Data Science[remove]23

出版者

Worcester Polytechnic Institute23

UN SDG

9 - Industry, Innovation and Infrastructure1
Not Specified1

资源类型

Thesis14
Dissertation9

License

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

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