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Mangoubi, Oren
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Stabilizing GANs Under Limited Resources via Dynamic Machine Ordering
Palavra-chave:
Deep Learning
,
GAN
,
Optimization
, and
Gradient Descent-Ascent
O Criador:
DeOliveira, Joshua
Advisor:
Rundensteiner, Elke A.
Editor:
Worcester Polytechnic Institute
Data Criada:
2024-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Constraint-Aware Meta-Learning, with Applications to Traffic Flow Prediction
Palavra-chave:
Constraint-Aware
,
Meta-Learning
,
Traffic
,
Cellular Automata
, and
MAML
O Criador:
Filardi, Vincent
Advisor:
Mangoubi, Oren Rami
Editor:
Worcester Polytechnic Institute
Data Criada:
2022-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Predicting MXene Properties via Machine Learning
Palavra-chave:
12 - Responsible Consumption and Production
,
7 - Affordable and Clean Energy
,
11 - Sustainable Cities and Communities
,
9 - Industry, Onnovation, and Infrastructure
, and
13 - Climate Action
O Criador:
Vertina, Eric
Advisor:
Mangoubi, Oren Rami
Editor:
Worcester Polytechnic Institute
Data Criada:
2022-12-16
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Stochastic Analysis of Mean-Field Games, Portfolio Optimization and Low-Rank Matrix Approximation
Palavra-chave:
Low-Rank Matrix Approximation
,
Portfolio Optimization
,
Mean-Field Games
, and
Stochastic Analysis
O Criador:
Lai, Peiyao
Advisor:
Mangoubi, Oren Rami
Editor:
Worcester Polytechnic Institute
Data Criada:
2024-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Advancing Neural Network Optimization and Design Through the Lens of Continuation Methods and Iterative Dynamical Systems
Palavra-chave:
peft
,
homotopy
,
llm
,
continuation methods
,
deep learning
, and
iterative dynamical system
O Criador:
Pathak, Harsh
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Data Criada:
2024-08-02
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Passive Adaptive Building Envelope to Minimize Heating and Cooling Loads
Palavra-chave:
Solid-Solid Phase Change Materials
,
Adaptive building envelopes
,
Radiative cooling
,
Passive Building technology
, and
Machine learning
O Criador:
Xiao, Zhiying
Advisor:
Tao, Mingjiang
and
Van Dessel, Steven
Editor:
Worcester Polytechnic Institute
Data Criada:
2024-01-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Civil & Environmental Engineering
Working With What You’ve Got: Leveraging Mislabeled Datasets And Improving Imperfect Pretrained Models
Palavra-chave:
Data Science
,
Machine Learning
,
Pretrained Models
,
Generative Modeling
,
Deep Learning
, and
Bias
O Criador:
Gerych, Walter
Advisor:
Rundensteiner, Elke A.
and
Agu, Emmanuel O.
Editor:
Worcester Polytechnic Institute
Data Criada:
2023-10-06
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Human Behavior Analysis via Generative Adversarial Imitation Learning
O Criador:
Zhang, Xin
Advisor:
Li, Yanhua
Editor:
Worcester Polytechnic Institute
Data Criada:
2023-04-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Towards an End-to-End Training Data Management System for Machine Learning Models
Palavra-chave:
machine learning
,
anomaly detection
,
active learning
,
big data manangement
,
human-in-the-loop
, and
semi-supervised learning
O Criador:
Zhang, Huayi
Advisor:
Rundensteiner, Elke A.
Editor:
Worcester Polytechnic Institute
Data Criada:
2023-01-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Complex Sequential Modeling
Palavra-chave:
recurrent neural network
,
human behavior learning
, and
sequential modeling
O Criador:
Wu, Guojun
Advisor:
Li, Yanhua
and
Zhang, Ziming
Editor:
Worcester Polytechnic Institute
Data Criada:
2021-11-29
Resource Type:
Dissertation
Degree:
PhD
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PhD Dissertations
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O Criador
DeOliveira, Joshua
1
Filardi, Vincent
1
Gerych, Walter
1
Lai, Peiyao
1
Li, Wenjing
1
mais
O Criadors
»
Advisor
Agu, Emmanuel O.
1
Capogna, Luca
1
Citti, Giovanna
1
Eltabakh, Mohamed Y.
1
Li, Yanhua
2
mais
Advisors
»
Contributor
Agu, Emmanuel O.
1
Bidigare, Patrick
1
Brown, Donald R.
1
Capogna, Luca
1
Citti, Giovanna
1
mais
Contributors
»
Unit (Department)
Civil & Environmental Engineering
1
Data Science
8
Mathematical Sciences
4
Editor
Worcester Polytechnic Institute
14
UN SDG
Not Specified
2
Tipo de recurso
Dissertation
11
Thesis
3
License
https://creativecommons.org/licenses/by/4.0/
1
