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Start Over Graduate Program Statistics (PHD) Keyword Machine Learning Access Level restricted_to_institution

1. Statistical Learning on High-Dimensional Multi-Source Data

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Restricted (Penn State Only)
Author:
Liu, Shuo Shuo
Title:
Statistical Learning on High-Dimensional Multi-Source Data
Graduate Program:
Statistics (PHD)
Keywords:
Transfer Learning
Multi-View Clustering
High-Dimensional Data
Machine Learning
File:
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Committee Members:
Bing Li, Professor in Charge/Director of Graduate Studies
Xiang Zhu, Major Field Member
Lan Kong, Outside Unit & Field Member
Matthew Reimherr, Major Field Member
Runze Li, Chair & Dissertation Advisor

2. Machine Learning Methods for Regression and Classification with Functional Data

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Restricted (Penn State Only)
Author:
Wright, Isaac
Title:
Machine Learning Methods for Regression and Classification with Functional Data
Graduate Program:
Statistics (PHD)
Keywords:
Functional Data
Boosting
Decision Trees
Classification
Regression
Machine Learning
Supervised Learning
Unsupervised Learning
File:
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Committee Members:
Ephraim Hanks, Professor in Charge/Director of Graduate Studies
Jia Li, Major Field Member
Matthew Reimherr, Chair & Dissertation Advisor
John Liechty, Outside Unit & Field Member
Francesca Chiaromonte, Major Field Member