1. APPLICATIONS OF MACHINE LEARNING Open Access Author: Chen, Edward Jing Title: APPLICATIONS OF MACHINE LEARNING Area of Honors: Statistics Keywords: machine learningkaggledata sciencedata analytics File: Download Chen_Edward_Thesis.pdf Thesis Supervisors: Ethan Fang, Thesis SupervisorMurali Haran, Thesis Honors Advisor
2. A Hybrid Model of Convolutional Neural Network and Gradient Boosting Open Access Author: Huang, Ruijie Title: A Hybrid Model of Convolutional Neural Network and Gradient Boosting Area of Honors: Statistics Keywords: Image classificationmachine learningconvolutional neural networkgradient boostdata analysis File: Download HonorThesis_RuijieHuang_FinalVersion.pdf Thesis Supervisors: Prabhani Kuruppumullage Don, Thesis SupervisorEthan Xingyuan Fang, Thesis Honors Advisor
3. A-ManPG for sparse PCA via penalized matrix approximation Restricted (Penn State Only) Author: Huang, Justin Title: A-ManPG for sparse PCA via penalized matrix approximation Area of Honors: Statistics Keywords: machine learningpcaunsupervised learningoptimizationsparse pca File: Login to Download Thesis Supervisors: Lingzhou Xue, Thesis SupervisorMatthew D Beckman, Thesis Honors Advisor
