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Filtern nach: Contributor Mangoubi, Oren Rami Entfernen Zwang Contributor: Mangoubi, Oren Rami

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Suchergebnisse

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
Bespoke Neural Network Architectures for Rapid Multivariate Time Series Classification and Representation

Stichwort:

Deep Learning, Representation Learning, Transfer Learning, and Chemical Sensing

Schöpfer:

Moore, Alexander

Advisor:

Mangoubi, Oren Rami, Eltabakh, Mohamed Y., and Paffenroth, Randy Clinton

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2023-08-08

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Human Behavior Analysis via Generative Adversarial Imitation Learning

Schöpfer:

Zhang, Xin

Advisor:

Li, Yanhua

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

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

Stichwort:

machine learning, anomaly detection, active learning, big data manangement, human-in-the-loop, and semi-supervised learning

Schöpfer:

Zhang, Huayi

Advisor:

Rundensteiner, Elke A.

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2023-01-18

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Predicting MXene Properties via Machine Learning

Stichwort:

12 - Responsible Consumption and Production, 7 - Affordable and Clean Energy, 11 - Sustainable Cities and Communities, 9 - Industry, Onnovation, and Infrastructure, and 13 - Climate Action

Schöpfer:

Vertina, Eric

Advisor:

Mangoubi, Oren Rami

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2022-12-16

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Mathematical Principles for Deconstructing Deep Learning: Theory and Application to Electromagnetic Signals

Stichwort:

Signal Processing, Activation Function, Electromagnetics, Neural Networks, Deep Learning, and Polynomial Activation

Schöpfer:

Witz, Evan

Advisor:

Paffenroth, Randy Clinton

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2022-08-05

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mathematical Sciences
Robust Deep Learning Algorithms for System Identification

Stichwort:

Ordinary Differential Equations, Deep Learning, Neural Network, Generalization Gap, System Identification, and Neural Network Regularization

Schöpfer:

Negrini, Elisa

Advisor:

Capogna, Luca and Citti, Giovanna

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2022-04-23

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mathematical Sciences
Constraint-Aware Meta-Learning, with Applications to Traffic Flow Prediction

Stichwort:

Constraint-Aware, Meta-Learning, Traffic, Cellular Automata, and MAML

Schöpfer:

Filardi, Vincent

Advisor:

Mangoubi, Oren Rami

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2022-05-06

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Complex Sequential Modeling

Stichwort:

recurrent neural network, human behavior learning, and sequential modeling

Schöpfer:

Wu, Guojun

Advisor:

Li, Yanhua and Zhang, Ziming

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2021-11-29

Resource Type:

Dissertation

Degree:

PhD
Optimal Ensembles for Deep Learning: Theory and Practice

Stichwort:

Deep Learning, Theory, Diversity, Application, Ensemble Learning, and Training Algorithm

Schöpfer:

Li, Wenjing

Advisor:

Paffenroth, Randy Clinton

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2021-05-05

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mathematical Sciences

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Collections

PhD Dissertations8
Masters Theses2

Year

Year range begin – Year range end

Current results range from 2021 to 2024

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Schöpfer

Filardi, Vincent1
Lai, Peiyao1
Li, Wenjing1
Moore, Alexander1
Negrini, Elisa1
mehr Schöpfers »

Advisor

Capogna, Luca1
Citti, Giovanna1
Eltabakh, Mohamed Y.1
Li, Yanhua2
Mangoubi, Oren Rami4
mehr Advisors »

Contributor

Bidigare, Patrick1
Brown, Donald R.1
Capogna, Luca1
Citti, Giovanna1
Eltabakh, Mohamed Y.1
mehr Contributors »

Unit (Department)

Data Science5
Mathematical Sciences4

Herausgeber

Worcester Polytechnic Institute10

UN SDG

Not Specified2

Ressourcentyp

Dissertation8
Thesis2

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