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Start Over Committee Member Ephraim Hanks Keyword Machine Learning Access Level restricted_to_institution

1. Cross-Species Prediction of Transcription Factor Binding

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Restricted (Penn State Only)
Author:
Agarwala, Vandana
Title:
Cross-Species Prediction of Transcription Factor Binding
Graduate Program:
Statistics (MS)
Keywords:
Bioinformatics
Deep Learning
Gene Regulation
Domain Adaptation
Transfer Learning
Computational Biology
Machine Learning
File:
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Committee Members:
Shaun Mahony, Thesis Advisor/Co-Advisor
Qunhua Li, Thesis Advisor/Co-Advisor
Ephraim Hanks, Professor in Charge/Director of Graduate Studies
Xiang Zhu, Committee Member

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