Index Catalog // Emory Theses and Dissertations

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1. Reinforcement Learning with Manifold Optimization

Student Name:: Hasnain, Syed Jafer
Date Uploaded:: 04/10/2024
Research Field:: Applied Mathematics, Mathematics, and Artificial Intelligence
Department or Specialty:: Mathematics

2. Randomized Sketching for Data Fitting

Student Name:: Ji, Xiang
Date Uploaded:: 04/10/2024
Research Field:: Mathematics
Department or Specialty:: Mathematics

3. Conditional Sampling and Density Estimation with Triangular Convex Flows

Student Name:: Wang, Zheyu
Date Uploaded:: 04/09/2023
Research Field:: Applied Mathematics
Department or Specialty:: Mathematics

4. Reducing Operator Complexity in Algebraic Multigrid with Machine Learning Approaches

Student Name:: Chang, Kai
Date Uploaded:: 04/08/2023
Research Field:: Computer Science, Applied Mathematics, and Mathematics
Department or Specialty:: Mathematics

5. Pre-Training Graph Neural Networks for Data-Efficient Brain Network Analysis

Student Name:: Yang, Owen
Date Uploaded:: 04/04/2023
Research Field:: Computer Science
Department or Specialty:: Computer Science

6. The Applications of Alternating Minimization Algorithms on Deep Learning Models

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

7. Regularization of ill-posed inverse problems under mixed precision arithmetics

Student Name:: Zheng, Jennifer
Date Uploaded:: 04/12/2022
Research Field:: Mathematics
Department or Specialty:: Mathematics

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

Student Name:: Valyou, Jonathan
Date Uploaded:: 04/08/2022
Research Field:: Mathematics and Applied Mathematics
Department or Specialty:: Mathematics

9. Improving Multigrid Methods with Deep Neural Networks

Student Name:: Huang, Ru
Date Uploaded:: 04/01/2022
Research Field:: Applied Mathematics
Department or Specialty:: Mathematics

10. Large Scale Inverse Problems: Low-Rank Approximations and Optimization

Student Name:: Meng, Chang
Date Uploaded:: 03/30/2022
Research Field:: Applied Mathematics
Department or Specialty:: Mathematics