Skip to Content
Toggle navigation
Home
Browse
Browse by Collection
Browse by Project Center
Browse Exhibits
About
About Us
Help
Login
Explore, Discover, Share
Search
Advanced search
Search Constraints
Start Over
Filtering by:
Contributor
Mangoubi, Oren Rami
Remove constraint Contributor: Mangoubi, Oren Rami
1
-
10
of
10
Sort by relevance
relevance
date uploaded ▼
date uploaded ▲
date modified ▼
date modified ▲
Number of results to display per page
10 per page
10
per page
20
per page
50
per page
100
per page
View results as:
List
Gallery
Masonry
Slideshow
Download search results to .CSV file
Search Results
Add to Category
Remove From Category
Stochastic Analysis of Mean-Field Games, Portfolio Optimization and Low-Rank Matrix Approximation
Keyword:
Low-Rank Matrix Approximation
,
Portfolio Optimization
,
Mean-Field Games
, and
Stochastic Analysis
Creator:
Lai, Peiyao
Advisor:
Mangoubi, Oren Rami
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Bespoke Neural Network Architectures for Rapid Multivariate Time Series Classification and Representation
Keyword:
Deep Learning
,
Representation Learning
,
Transfer Learning
, and
Chemical Sensing
Creator:
Moore, Alexander
Advisor:
Mangoubi, Oren Rami
,
Eltabakh, Mohamed Y.
, and
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-08-08
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Human Behavior Analysis via Generative Adversarial Imitation Learning
Creator:
Zhang, Xin
Advisor:
Li, Yanhua
Publisher:
Worcester Polytechnic Institute
Date Created:
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
Keyword:
machine learning
,
anomaly detection
,
active learning
,
big data manangement
,
human-in-the-loop
, and
semi-supervised learning
Creator:
Zhang, Huayi
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-01-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Predicting MXene Properties via Machine Learning
Keyword:
12 - Responsible Consumption and Production
,
7 - Affordable and Clean Energy
,
11 - Sustainable Cities and Communities
,
9 - Industry, Onnovation, and Infrastructure
, and
13 - Climate Action
Creator:
Vertina, Eric
Advisor:
Mangoubi, Oren Rami
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-16
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Mathematical Principles for Deconstructing Deep Learning: Theory and Application to Electromagnetic Signals
Keyword:
Signal Processing
,
Activation Function
,
Electromagnetics
,
Neural Networks
,
Deep Learning
, and
Polynomial Activation
Creator:
Witz, Evan
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-05
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Robust Deep Learning Algorithms for System Identification
Keyword:
Ordinary Differential Equations
,
Deep Learning
,
Neural Network
,
Generalization Gap
,
System Identification
, and
Neural Network Regularization
Creator:
Negrini, Elisa
Advisor:
Capogna, Luca
and
Citti, Giovanna
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Constraint-Aware Meta-Learning, with Applications to Traffic Flow Prediction
Keyword:
Constraint-Aware
,
Meta-Learning
,
Traffic
,
Cellular Automata
, and
MAML
Creator:
Filardi, Vincent
Advisor:
Mangoubi, Oren Rami
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Complex Sequential Modeling
Keyword:
recurrent neural network
,
human behavior learning
, and
sequential modeling
Creator:
Wu, Guojun
Advisor:
Li, Yanhua
and
Zhang, Ziming
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-11-29
Resource Type:
Dissertation
Degree:
PhD
Optimal Ensembles for Deep Learning: Theory and Practice
Keyword:
Deep Learning
,
Theory
,
Diversity
,
Application
,
Ensemble Learning
, and
Training Algorithm
Creator:
Li, Wenjing
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-05
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Toggle facets
Limit your search
Collections
PhD Dissertations
8
Masters Theses
2
Year
Year range begin
–
Year range end
Current results range from
2021
to
2024
View distribution
Creator
Filardi, Vincent
1
Lai, Peiyao
1
Li, Wenjing
1
Moore, Alexander
1
Negrini, Elisa
1
more
Creators
»
Advisor
Capogna, Luca
1
Citti, Giovanna
1
Eltabakh, Mohamed Y.
1
Li, Yanhua
2
Mangoubi, Oren Rami
4
more
Advisors
»
Contributor
Bidigare, Patrick
1
Brown, Donald R.
1
Capogna, Luca
1
Citti, Giovanna
1
Eltabakh, Mohamed Y.
1
more
Contributors
»
Unit (Department)
Data Science
5
Mathematical Sciences
4
Publisher
Worcester Polytechnic Institute
10
UN SDG
Not Specified
2
Resource type
Dissertation
8
Thesis
2
