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Yuanzhe Xi, Emory University
删除限定条件 Committee: Yuanzhe Xi, Emory University
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Learning Structured Knowledge from Real-World Data without Excessive Annotations
1 of 10
Kernel and Lengthscale Selection on the Performance of the Sparse Cholesky Factorization Algorithm
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Mathematical modeling and simulation of coronary stents
3 of 10
Low Precision Preconditioning for Iterated Tikhonov Regularization
4 of 10
Reducing Operator Complexity in Algebraic Multigrid with Machine Learning Approaches
5 of 10
Low-Rank Exploiting Optimization Methods for Inverse Problems and Machine Learning
6 of 10
Efficient Preconditioner for Covariance Matrices Using Geometric Information
7 of 10
Improving Multigrid Methods with Deep Neural Networks
8 of 10
Large Scale Inverse Problems: Low-Rank Approximations and Optimization
9 of 10
Generating Graphs with Deep Learning and Graph Theory
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Year
Spring 2021
5
Spring 2022
5
Spring 2019
3
Spring 2023
2
Spring 2024
2
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Years
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School
Emory College
13
Laney Graduate School
7
Department
Mathematics
16
Computer Science
2
Computer Science and Informatics
2
Degree
B.S.
13
Ph.D.
7
Submission Type
Honors Thesis
13
Dissertation
7
Research Field
Mathematics
10
Applied Mathematics
9
Computer Science
7
Statistics
2
Artificial Intelligence
1
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Research Fields
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Committee
Yuanzhe Xi, Emory University
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20
James Nagy, Emory University
7
Lars Ruthotto, Emory University
6
James G. Nagy, Emory University
4
Alessandro Veneziani, Emory University
2
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Committees
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Keyword
Machine Learning
3
Deep Learning
2
Gaussian Process
2
Inverse Problems
2
Iterative Methods
2
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Keywords
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