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Author:

Li, Yuelong

Title:

Low-rank and Sparse Structures in Computational Imaging: Analysis and Algorithms

Graduate Program:

Electrical Engineering

Keywords:

High dynamic range imaging
Computational Imaging
Image alignment and stitching
Optimization
Statistical Estimation
Low-rank and Sparsity

File:

Download PhDThesis.pdf

Committee Members:

Vishal Monga, Dissertation Advisor/Co-Advisor
Vishal Monga, Committee Chair/Co-Chair
William E. Higgins, Committee Member
David J. Miller, Committee Member
Sean Brennan, Outside Member
Jesse Barlow, Committee Member

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