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Start Over Area of Honors Statistics Author Last Name Huang

1. A Hybrid Model of Convolutional Neural Network and Gradient Boosting

open_access

Open Access

Author:: Huang, Ruijie
Title:: A Hybrid Model of Convolutional Neural Network and Gradient Boosting
Area of Honors:: Statistics
Keywords:: Image classification
machine learning
convolutional neural network
gradient boost
data analysis
File:: Download HonorThesis_RuijieHuang_FinalVersion.pdf
Thesis Supervisors:: Prabhani Kuruppumullage Don, Thesis Supervisor
Ethan Xingyuan Fang, Thesis Honors Advisor

2. A-ManPG for sparse PCA via penalized matrix approximation

restricted_to_institution

Restricted (Penn State Only)

Author:: Huang, Justin
Title:: A-ManPG for sparse PCA via penalized matrix approximation
Area of Honors:: Statistics
Keywords:: machine learning
pca
unsupervised learning
optimization
sparse pca
File:: Login to Download
Thesis Supervisors:: Lingzhou Xue, Thesis Supervisor
Matthew D Beckman, Thesis Honors Advisor