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1. Essays in Applied Machine Learning and Economics

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Restricted (Penn State Only)
Author:
Singal, Garima
Title:
Essays in Applied Machine Learning and Economics
Graduate Program:
Economics (PHD)
Keywords:
Machine Learning
Deep Learning
Computer Vision
Pollution Estimation
File:
Login to Download
Committee Members:
Marc Albert Henry, Professor in Charge/Director of Graduate Studies
Marc Henry, Major Field Member
Keisuke Hirano, Major Field Member
Manzhu Yu, Outside Unit & Field Member
Minas Sifakis, Special Member
Michael Gechter, Chair & Dissertation Advisor

2. Machine Learning and Optimization Applications on Near-term Quantum Computers

open_access
Open Access
Author:
Li, Junde
Title:
Machine Learning and Optimization Applications on Near-term Quantum Computers
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
Machine Learning
Quantum Computing
Computer Vision
Optimization
Variational Quantum Algorithms
Generative Models
Quantum Computation Advantages
File:
Download phd_dissertation_junde.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Swaroop Ghosh, Chair & Dissertation Advisor
Mehrdad Mahdavi, Major Field Member
Nikolay Dokholyan, Outside Unit & Field Member
Chunhao Wang, Major Field Member