Index Catalog // Emory Theses and Dissertations

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Reinforcement Learning with Manifold Optimization

About this Honors Thesis
Student Name:	Hasnain, Syed Jafer
Date Uploaded:	04/10/2024
Research Field:	Applied Mathematics, Mathematics, and Artificial Intelligence
Department:	Mathematics

Randomized Sketching for Data Fitting

About this Honors Thesis
Student Name:	Ji, Xiang
Date Uploaded:	04/10/2024
Research Field:	Mathematics
Department:	Mathematics

Reducing Operator Complexity in Algebraic Multigrid with Machine Learning Approaches

About this Honors Thesis
Student Name:	Chang, Kai
Date Uploaded:	04/08/2023
Research Field:	Computer Science, Applied Mathematics, and Mathematics
Department:	Mathematics

Efficient Training of Input Convex Neural Networks Using Variable Projection

About this Honors Thesis
Student Name:	Chen, Yixiao
Date Uploaded:	04/08/2023
Research Field:	Statistics and Mathematics
Department:	Mathematics

Low-Rank Exploiting Optimization Methods for Inverse Problems and Machine Learning

About this Dissertation
Student Name:	Kan, Kai Fung
Date Uploaded:	04/05/2023
Research Field:	Mathematics
Department:	Mathematics

The Applications of Alternating Minimization Algorithms on Deep Learning Models

About this Dissertation
Student Name:	Wang, Junxiang
Date Uploaded:	11/28/2022
Research Field:	Mathematics, Operations Research, and Computer Science
Department:	Computer Science and Informatics

Linear Programming Approach for Q-Learning

About this Honors Thesis
Student Name:	Gong, Xindi
Date Uploaded:	04/13/2022
Research Field:	Mathematics and Applied Mathematics
Department:	Mathematics

Regularization of ill-posed inverse problems under mixed precision arithmetics

About this Honors Thesis
Student Name:	Zheng, Jennifer
Date Uploaded:	04/12/2022
Research Field:	Mathematics
Department:	Mathematics

Nonnegative Matrix Factorization for Music - Tuning the NMF Algorithm with Regularization

About this Honors Thesis
Student Name:	Valyou, Jonathan
Date Uploaded:	04/08/2022
Research Field:	Mathematics and Applied Mathematics
Department:	Mathematics

Generating Graphs with Deep Learning and Graph Theory

About this Dissertation
Student Name:	Ji, Yuliang
Date Uploaded:	03/26/2022
Research Field:	Mathematics and Computer Science
Department:	Mathematics