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Author:

Mitchel, Aaron Daniell

Title:

RESOLVING COMPETITION IN BILINGUAL STATISTICAL LEARNING PARADIGMS

Graduate Program:

Psychology

Keywords:

language acquisition
speech segmentation
statistical learning
face processing

File:

Download Mitchel_Aaron_MastersThesis.pdf

Committee Members:

Daniel J Weiss, Thesis Advisor/Co-Advisor
Daniel J Weiss, Thesis Advisor/Co-Advisor

Author:

Datta, Ritendra

Title:

Semantics and Aesthetics Inference for Image Search: Statistical Learning Approaches

Graduate Program:

Computer Science and Engineering

Keywords:

image aesthetics
automatic annotation
image search
statistical learning

File:

Download datta-dissertation1.pdf

Committee Members:

James Z Wang, Dissertation Advisor/Co-Advisor
James Z Wang, Committee Chair/Co-Chair
Jia Li, Committee Chair/Co-Chair
Robert Collins, Committee Member
C Lee Giles, Committee Member
David Miller, Committee Member
Bhuvan Urgaonkar, Committee Member

Author:

Poepsel, Timothy John

Title:

Statistical word learning and the role of contextual cues in the formation of multiple mappings

Graduate Program:

Psychology

Keywords:

statistical learning
mutual exclusivity
word mapping

File:

Download Masters_Thesis_-_Poepsel.pdf

Committee Members:

Daniel J Weiss, Thesis Advisor/Co-Advisor
Judith Fran Kroll, Thesis Advisor/Co-Advisor
Kristin Buss, Thesis Advisor/Co-Advisor
Reginald Adams Jr., Thesis Advisor/Co-Advisor

Author:

Bulgarelli, Federica

Title:

Tracking multiple inputs: An investigation of the primacy effect in monolinguals and bilinguals

Graduate Program:

Psychology

Keywords:

statistical learning
bilingualism
primacy effect

File:

Download Bulgarelli_Masters_thesis_final.pdf

Committee Members:

Daniel J Weiss, Thesis Advisor/Co-Advisor

Author:

Mitchel, Aaron Daniell

Title:

Cross-Modal Effects in Statistical Learning

Graduate Program:

Psychology

Keywords:

multimodal integration
statistical learning
language acquisition

File:

Download Mitchel_Dissertation_FINAL.pdf

Committee Members:

Daniel J. Weiss, Committee Chair/Co-Chair
Judith F. Kroll, Committee Member
Reginald B. Adams, Committee Member
Chip Gerfen, Committee Member

Author:

Virani, Nurali

Title:

Learning Data-driven Models for Decision-making in Intelligent Physical Systems

Graduate Program:

Mechanical Engineering

Keywords:

data-driven modeling
statistical learning
density estimation
context learning
context-aware decision-making
pattern classification
multi-modal sensor fusion
sequential hypothesis testing
sequential learning
dynamic sensor selection
intelligent systems

File:

Download Nurali_Virani_Dissertation_2017.pdf

Committee Members:

Asok Ray, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Chair/Co-Chair
Sean Brennan, Dissertation Advisor/Co-Advisor
Shashi Phoha, Committee Chair/Co-Chair
Minghui Zhu, Outside Member
Ji-Woong Lee, Special Member

Author:

Xie, Yue

Title:

On addressing nonconvexity, stochasticity and complementarity in mathematical optimization

Graduate Program:

Industrial Engineering

Keywords:

nonconvex optimization
stochastic optimization
statistical learning
algorithm
variational inequality
robust optimization

File:

Download Yue_Xie-Disseration_finalsubmitted_.pdf

Committee Members:

Uday V Shanbhag, Dissertation Advisor/Co-Advisor
Uday V Shanbhag, Committee Chair/Co-Chair
Necdet S Aybat, Committee Member
Tao Yao, Committee Member
Runze Li, Outside Member
Ethan Fang, Committee Member

Author:

Liu, Bingyuan

Title:

Topics on Nonconvex Learning

Graduate Program:

Statistics

Keywords:

Nonconvex optimization
machine learning
statistical learning
deep learning

File:

Download Thesis_BingyuanLiu.pdf

Committee Members:

Lingzhou Xue, Dissertation Advisor/Co-Advisor
Runze Li, Committee Member
Bing Li, Committee Member
Yanyuan Ma, Committee Member
Zihan Zhou, Outside Member
Ephraim Mont Hanks, Program Head/Chair
Lingzhou Xue, Committee Chair/Co-Chair

Author:

Lebkuecher, Amy

Title:

Attention, Statistical Learning, and Language Outcomes in Adults With and Without a History of Language Disorder

Graduate Program:

Psychology

Keywords:

attention
statistical learning
language
language disorder
attentional bias

File:

Download Lebkuecher_Dissertation_formatted_final.pdf

Committee Members:

Elisabeth Karuza, Major Field Member
Daniel Weiss, Chair & Dissertation Advisor
Carol Miller, Outside Unit & Field Member
Janet van Hell, Major Field Member
Kristin Buss (she/her), Program Head/Chair
Bradley Wyble, Major Field Member

Author:

Link, Allison

Title:

Acquiring Grammatical Classes from Distributional Properties of the Input: The Challenge of Bilingual Acquisition

Graduate Program:

Psychology

Keywords:

statistical learning
distributional learning
categorization
grammatical classes
grammar
artificial language
bilingual
bilingualism
language
language acquisition

File:

Download Link_Masters_Thesis.pdf

Committee Members:

Kristin Buss (She/Her), Program Head/Chair
Daniel J Weiss, Thesis Advisor/Co-Advisor
Elisabeth Karuza, Committee Member
Matthew Thomas Carlson, Committee Member