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1. Cross-Species Prediction of Transcription Factor Binding

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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. 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