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Author:

Poepsel, Timothy John

Title:

The Influence of Bilingualism on Statistical Learning With Multiple Inputs

Graduate Program:

Psychology

Keywords:

Statistical learning
language acquisition
bilingualism
speech segmentation
word learning

File:

Download Poepsel_Dissertation_Final.pdf

Committee Members:

Dan Weiss, Dissertation Advisor/Co-Advisor
Dan Weiss, Committee Chair/Co-Chair
Judith Kroll, Committee Member
Matthew Carlson, Committee Member
Kristin Buss, Outside Member

Author:

Lee, Kevin Haeseung

Title:

Statistical Learning of Complex Large-Scale Dynamic Systems

Graduate Program:

Statistics

Keywords:

Statistical learning
Model-based clustering
Dynamic networks
Graphical model
EM algorithm
Variational inference

File:

Download Kevin_Lee_Dissertation.pdf

Committee Members:

Lingzhou Xue, Dissertation Advisor/Co-Advisor
Lingzhou Xue, Committee Chair/Co-Chair
David R. Hunter, Committee Member
Runze Li, Committee Member
Nanyin Zhang, Outside Member
Mark S. Handcock, Special Member

Author:

Mughal, Mehreen

Title:

Statistical frameworks for evaluating evolutionary hypotheses from genomic data

Graduate Program:

Bioinformatics and Genomics

Keywords:

Population genetics
Evolution
Anthropological genetics
Regression
Statistical learning

File:

Download Mughal_dissert.pdf

Committee Members:

Michael DeGiorgio, Dissertation Advisor/Co-Advisor
Stephen Wade Schaeffer, Committee Chair/Co-Chair
George H Perry, Committee Member
Jesse R Lasky, Committee Member
Francesca Chiaromonte, Outside Member
George H Perry, Program Head/Chair
Michael DeGiorgio, Committee Chair/Co-Chair
Stephen Wade Schaeffer, Dissertation Advisor/Co-Advisor

Author:

Vishwanath, Siddharth

Title:

Statistical Learning for Robust Topological Inference

Graduate Program:

Statistics (PHD)

Keywords:

Topological data analysis
Topological inference
Statistical learning
Robust statistics
Generative models
Learning on graphs
Differential privacy

File:

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Committee Members:

Bharath Kumar Sriperumbudur, Chair & Dissertation Advisor
Alexei Novikov, Outside Unit & Field Member
Kenji Fukumizu, Special Member
Aleksandra Slavkovic, Major Field Member
Satoshi Kuriki, Special Member
Nicole Lazar, Major Field Member
Bing Li, Professor in Charge/Director of Graduate Studies

Author:

Song, Wenjing

Title:

Statistical learning of dynamic transportation models

Graduate Program:

Industrial Engineering

Keywords:

Statistical learning
Kriging
Dynamic traffic assignment
Dynamic network loading
Dynamic user equilibrium
Big data

File:

Download Dissertation_final-Wenjing_Song.pdf.pdf

Committee Members:

Terry Lee Friesz, Dissertation Advisor/Co-Advisor
Terry Lee Friesz, Committee Chair/Co-Chair
Enrique Del Castillo, Committee Member
Runze Li, Committee Member
Vikash V. Gayah, Outside Member
Steven James Landry, Program Head/Chair
Vinayak Uday Shanbhag, Committee Member