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Author:

Guha Thakurta, Abhradeep

Title:

Differentially Private Convex Optimization For Empirical Risk Minimization And High-dimensional Regression

Graduate Program:

Computer Science and Engineering

Keywords:

Data Privacy
Differential Privacy
Machine Learning
High-dimensional Statistics
Sparse Regression

File:

Download AbhradeepThakurta-Dissertation.pdf

Committee Members:

Adam Davison Smith, Dissertation Advisor/Co-Advisor
Adam Davison Smith, Committee Chair/Co-Chair
Daniel Kifer, Committee Member
Aleksandra B Slavkovic, Committee Member
Sofya Raskhodnikova, Committee Member

Author:

Liu, Xingjie

Title:

Social-enriched Data Analysis and Processing Tools

Graduate Program:

Computer Science and Engineering

Keywords:

Social Network Analysis
Recommendation System
Distributed System

File:

Download Xingjie-Dissertation-final.pdf

Committee Members:

Wang Chien Lee, Dissertation Advisor/Co-Advisor
Wang Chien Lee, Committee Chair/Co-Chair
Piotr Berman, Committee Member
Daniel Kifer, Committee Member
Jia Li, Committee Member

Author:

Gollapalli, Sujatha Das

Title:

Researcher Expertise Search, Homepage Finding and Metadata Extraction

Graduate Program:

Computer Science and Engineering

Keywords:

Academic homepages
Co-training
Feature labeling
Expert search
PageRank
Author-document-topic graph

File:

Download main.pdf

Committee Members:

Prasenjit Mitra, Dissertation Advisor/Co-Advisor
Jesse Louis Barlow, Committee Member
Daniel Kifer, Committee Member
David Jonathan Miller, Committee Member
C Lee Giles, Dissertation Advisor/Co-Advisor
Yanjun Qi, Special Member

Author:

Bhatia, Sumit

Title:

Enabling Easier Information Access In Online Discussion Forums

Graduate Program:

Computer Science and Engineering

Keywords:

online discussion forums
web forums
query suggestion
discussion summarization
speech act
dialog act.

File:

Download Bhatia_Thesis.pdf

Committee Members:

Prasenjit Mitra, Dissertation Advisor/Co-Advisor
Wang Chien Lee, Committee Member
Daniel Kifer, Committee Member
Xiaofei Lu, Special Member

Author:

Yuan, Dayu

Title:

Mining and indexing graph databases

Graduate Program:

Computer Science and Engineering

Keywords:

data mining
graph database
query processing
index structure
information retrieval

File:

Download YourName-Dissertation.pdf

Committee Members:

Prasenjit Mitra, Dissertation Advisor/Co-Advisor
Prasenjit Mitra, Committee Chair/Co-Chair
C Lee Giles, Committee Chair/Co-Chair
Daniel Kifer, Committee Member
Zhenhui Li, Committee Member
Jesse Louis Barlow, Committee Member