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Mangoubi, Oren
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Advancing Neural Network Optimization and Design Through the Lens of Continuation Methods and Iterative Dynamical Systems
Parola chiave:
peft
,
homotopy
,
llm
,
continuation methods
,
deep learning
, and
iterative dynamical system
Creatore:
Pathak, Harsh
Advisor:
Paffenroth, Randy Clinton
Editore:
Worcester Polytechnic Institute
data di creazione:
2024-08-02
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Passive Adaptive Building Envelope to Minimize Heating and Cooling Loads
Parola chiave:
Solid-Solid Phase Change Materials
,
Adaptive building envelopes
,
Radiative cooling
,
Passive Building technology
, and
Machine learning
Creatore:
Xiao, Zhiying
Advisor:
Tao, Mingjiang
and
Van Dessel, Steven
Editore:
Worcester Polytechnic Institute
data di creazione:
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
Parola chiave:
Low-Rank Matrix Approximation
,
Portfolio Optimization
,
Mean-Field Games
, and
Stochastic Analysis
Creatore:
Lai, Peiyao
Advisor:
Mangoubi, Oren Rami
Editore:
Worcester Polytechnic Institute
data di creazione:
2024-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Stabilizing GANs Under Limited Resources via Dynamic Machine Ordering
Parola chiave:
Deep Learning
,
GAN
,
Optimization
, and
Gradient Descent-Ascent
Creatore:
DeOliveira, Joshua
Advisor:
Rundensteiner, Elke A.
Editore:
Worcester Polytechnic Institute
data di creazione:
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
Parola chiave:
Data Science
,
Machine Learning
,
Pretrained Models
,
Generative Modeling
,
Deep Learning
, and
Bias
Creatore:
Gerych, Walter
Advisor:
Rundensteiner, Elke A.
and
Agu, Emmanuel O.
Editore:
Worcester Polytechnic Institute
data di creazione:
2023-10-06
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
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Creatore
DeOliveira, Joshua
1
Gerych, Walter
1
Lai, Peiyao
1
Pathak, Harsh
1
Xiao, Zhiying
1
Advisor
Agu, Emmanuel O.
1
Mangoubi, Oren Rami
1
Paffenroth, Randy Clinton
1
Rundensteiner, Elke A.
2
Tao, Mingjiang
1
altri
Advisors
»
Contributor
Agu, Emmanuel O.
1
Granados-Focil, Sergio
1
Kalai, Adam
1
Mangoubi, Oren
[remove]
5
Mangoubi, Oren Rami
1
altri
Contributors
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Unit (Department)
Civil & Environmental Engineering
1
Data Science
3
Mathematical Sciences
1
Editore
Worcester Polytechnic Institute
5
UN SDG
Not Specified
1
Tipo di risorsa
Dissertation
4
Thesis
1
License
https://creativecommons.org/licenses/by/4.0/
1
