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

open_access
Open Access
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

3. 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