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Filtro per: Advisor Paffenroth, Randy Clinton Cancella il filtro Advisor: Paffenroth, Randy Clinton Parola chiave Deep Learning Cancella il filtro Parola chiave: Deep Learning

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Risultati della ricerca

Dynamical Systems Approaches for Deep Learning

Parola chiave:

Dynamical Systems, Deep Learning, Machine Learning, and Machine Learning Theory

Creatore:

Kale, Neil

Advisor:

Paffenroth, Randy Clinton

Editore:

Worcester Polytechnic Institute

data di creazione:

2024-04-22

Resource Type:

Major Qualifying Project
Bespoke Neural Network Architectures for Rapid Multivariate Time Series Classification and Representation

Parola chiave:

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

Creatore:

Moore, Alexander

Advisor:

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

Editore:

Worcester Polytechnic Institute

data di creazione:

2023-08-08

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Mathematical Principles for Deconstructing Deep Learning: Theory and Application to Electromagnetic Signals

Parola chiave:

Signal Processing, Activation Function, Electromagnetics, Neural Networks, Deep Learning, and Polynomial Activation

Creatore:

Witz, Evan

Advisor:

Paffenroth, Randy Clinton

Editore:

Worcester Polytechnic Institute

data di creazione:

2022-08-05

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mathematical Sciences
Cycles Improve Conditional Generators

Parola chiave:

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

Creatore:

Moore, Alexander M.

Advisor:

Paffenroth, Randy Clinton and Kong, Xiangnan

Editore:

Worcester Polytechnic Institute

data di creazione:

2021-04-30

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Optimal Ensembles for Deep Learning: Theory and Practice

Parola chiave:

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

Creatore:

Li, Wenjing

Advisor:

Paffenroth, Randy Clinton

Editore:

Worcester Polytechnic Institute

data di creazione:

2021-05-05

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mathematical Sciences
Robust State Estimation and Deep Learning for Time Series Analysis

Parola chiave:

Domain Randomization, Deep Learning, Chemical Sensors, Interacting Multiple Model Kalman Filter, Autoencoder, and Kalman Filter

Creatore:

Weiss, Matthew L.

Advisor:

Paffenroth, Randy Clinton

Editore:

Worcester Polytechnic Institute

data di creazione:

2020-08-12

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Parameter Continuation with Secant Approximation for Deep Neural Networks

Parola chiave:

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

Creatore:

Pathak, Harsh N.

Advisor:

Paffenroth, Randy Clinton

Editore:

Worcester Polytechnic Institute

data di creazione:

2018-12-05

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Robust Auto-encoders

Parola chiave:

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

Creatore:

Zhou, Chong

Advisor:

Paffenroth, Randy Clinton

Editore:

Worcester Polytechnic Institute

data di creazione:

2016-04-27

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science

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Collections

PhD Dissertations4
Masters Theses3
Major Qualifying Projects1

Year

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Current results range from 2016 to 2024

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Creatore

Kale, Neil1
Li, Wenjing1
Moore, Alexander1
Moore, Alexander M.1
Pathak, Harsh N.1
altri Creatores »

Advisor

Eltabakh, Mohamed Y.1
Kong, Xiangnan1
Mangoubi, Oren Rami1
Paffenroth, Randy Clinton[remove]8

Contributor

Bidigare, Patrick1
Brown, Donald R.1
Eltabakh, Mohamed Y.1
Kong, Xiangnan3
Mangoubi, Oren Rami3
altri Contributors »

Major

Computer Science1

Unit (Department)

Data Science5
Mathematical Sciences2

Editore

Worcester Polytechnic Institute8

Tipo di risorsa

Dissertation4
Thesis3
Major Qualifying Project1

License

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

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