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Mangoubi, Oren Rami
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Stochastic Analysis of Mean-Field Games, Portfolio Optimization and Low-Rank Matrix Approximation
Palabra clave:
Low-Rank Matrix Approximation
,
Portfolio Optimization
,
Mean-Field Games
, and
Stochastic Analysis
Creador:
Lai, Peiyao
Advisor:
Mangoubi, Oren Rami
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2024-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Bespoke Neural Network Architectures for Rapid Multivariate Time Series Classification and Representation
Palabra clave:
Deep Learning
,
Representation Learning
,
Transfer Learning
, and
Chemical Sensing
Creador:
Moore, Alexander
Advisor:
Mangoubi, Oren Rami
,
Eltabakh, Mohamed Y.
, and
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2023-08-08
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Human Behavior Analysis via Generative Adversarial Imitation Learning
Creador:
Zhang, Xin
Advisor:
Li, Yanhua
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
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
Palabra clave:
machine learning
,
anomaly detection
,
active learning
,
big data manangement
,
human-in-the-loop
, and
semi-supervised learning
Creador:
Zhang, Huayi
Advisor:
Rundensteiner, Elke A.
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2023-01-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Predicting MXene Properties via Machine Learning
Palabra clave:
12 - Responsible Consumption and Production
,
7 - Affordable and Clean Energy
,
11 - Sustainable Cities and Communities
,
9 - Industry, Onnovation, and Infrastructure
, and
13 - Climate Action
Creador:
Vertina, Eric
Advisor:
Mangoubi, Oren Rami
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2022-12-16
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Mathematical Principles for Deconstructing Deep Learning: Theory and Application to Electromagnetic Signals
Palabra clave:
Signal Processing
,
Activation Function
,
Electromagnetics
,
Neural Networks
,
Deep Learning
, and
Polynomial Activation
Creador:
Witz, Evan
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2022-08-05
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Robust Deep Learning Algorithms for System Identification
Palabra clave:
Ordinary Differential Equations
,
Deep Learning
,
Neural Network
,
Generalization Gap
,
System Identification
, and
Neural Network Regularization
Creador:
Negrini, Elisa
Advisor:
Capogna, Luca
and
Citti, Giovanna
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2022-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Constraint-Aware Meta-Learning, with Applications to Traffic Flow Prediction
Palabra clave:
Constraint-Aware
,
Meta-Learning
,
Traffic
,
Cellular Automata
, and
MAML
Creador:
Filardi, Vincent
Advisor:
Mangoubi, Oren Rami
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2022-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Complex Sequential Modeling
Palabra clave:
recurrent neural network
,
human behavior learning
, and
sequential modeling
Creador:
Wu, Guojun
Advisor:
Li, Yanhua
and
Zhang, Ziming
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2021-11-29
Resource Type:
Dissertation
Degree:
PhD
Optimal Ensembles for Deep Learning: Theory and Practice
Palabra clave:
Deep Learning
,
Theory
,
Diversity
,
Application
,
Ensemble Learning
, and
Training Algorithm
Creador:
Li, Wenjing
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2021-05-05
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
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PhD Dissertations
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2024
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Creador
Filardi, Vincent
1
Lai, Peiyao
1
Li, Wenjing
1
Moore, Alexander
1
Negrini, Elisa
1
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Creadors
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Advisor
Capogna, Luca
1
Citti, Giovanna
1
Eltabakh, Mohamed Y.
1
Li, Yanhua
2
Mangoubi, Oren Rami
4
más
Advisors
»
Contributor
Bidigare, Patrick
1
Brown, Donald R.
1
Capogna, Luca
1
Citti, Giovanna
1
Eltabakh, Mohamed Y.
1
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Contributors
»
Unit (Department)
Data Science
5
Mathematical Sciences
4
Editor
Worcester Polytechnic Institute
10
UN SDG
Not Specified
2
Tipo de recurso
Dissertation
8
Thesis
2
