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Filtern nach: Contributor Mangoubi, Oren Entfernen Zwang Contributor: Mangoubi, Oren Herausgeber Worcester Polytechnic Institute Entfernen Zwang Herausgeber: Worcester Polytechnic Institute

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Suchergebnisse

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

Stichwort:

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

Schöpfer:

Pathak, Harsh

Advisor:

Paffenroth, Randy Clinton

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2024-08-02

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Passive Adaptive Building Envelope to Minimize Heating and Cooling Loads

Stichwort:

Solid-Solid Phase Change Materials, Adaptive building envelopes, Radiative cooling, Passive Building technology, and Machine learning

Schöpfer:

Xiao, Zhiying

Advisor:

Tao, Mingjiang and Van Dessel, Steven

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2024-01-23

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Civil & Environmental Engineering
Stochastic Analysis of Mean-Field Games, Portfolio Optimization and Low-Rank Matrix Approximation

Stichwort:

Low-Rank Matrix Approximation, Portfolio Optimization, Mean-Field Games, and Stochastic Analysis

Schöpfer:

Lai, Peiyao

Advisor:

Mangoubi, Oren Rami

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2024-04-23

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mathematical Sciences
Stabilizing GANs Under Limited Resources via Dynamic Machine Ordering

Stichwort:

Deep Learning, GAN, Optimization, and Gradient Descent-Ascent

Schöpfer:

DeOliveira, Joshua

Advisor:

Rundensteiner, Elke A.

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2024-04-26

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Working With What You’ve Got: Leveraging Mislabeled Datasets And Improving Imperfect Pretrained Models

Stichwort:

Data Science, Machine Learning, Pretrained Models, Generative Modeling, Deep Learning, and Bias

Schöpfer:

Gerych, Walter

Advisor:

Rundensteiner, Elke A. and Agu, Emmanuel O.

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2023-10-06

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science

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PhD Dissertations4
Masters Theses1

Year

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Current results range from 2023 to 2024

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Schöpfer

DeOliveira, Joshua1
Gerych, Walter1
Lai, Peiyao1
Pathak, Harsh1
Xiao, Zhiying1

Advisor

Agu, Emmanuel O.1
Mangoubi, Oren Rami1
Paffenroth, Randy Clinton1
Rundensteiner, Elke A.2
Tao, Mingjiang1
mehr Advisors »

Contributor

Agu, Emmanuel O.1
Granados-Focil, Sergio1
Kalai, Adam1
Mangoubi, Oren[remove]5
Mangoubi, Oren Rami1
mehr Contributors »

Unit (Department)

Civil & Environmental Engineering1
Data Science3
Mathematical Sciences1

Herausgeber

Worcester Polytechnic Institute[remove]5

UN SDG

Not Specified1

Ressourcentyp

Dissertation4
Thesis1

License

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

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