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Start Over Year 2019 Committee Member Daniel Kifer

1. SINGLING-OUT VS. BLENDING-IN: OUTLIER DETECTION AND DIFFERENTIAL PRIVACY IN DATA

open_access
Open Access
Author:
Kuo, Yu Hsuan
Title:
SINGLING-OUT VS. BLENDING-IN: OUTLIER DETECTION AND DIFFERENTIAL PRIVACY IN DATA
Graduate Program:
Computer Science and Engineering
Keywords:
outlier detection
outlier explanation
differential privacy
File:
Download PSU_dissertation_kuo.pdf
Committee Members:
Daniel Kifer, Dissertation Advisor/Co-Advisor
Daniel Kifer, Committee Chair/Co-Chair
Clyde Lee Giles, Committee Member
Wang-Chien Lee, Committee Member
Zhenhui Li, Outside Member

2. ON IMPROVING THE UTILITY FOR DATA ANALYSES UNDER DIFFERENTIAL PRIVACY

open_access
Open Access
Author:
Wang, Yue
Title:
ON IMPROVING THE UTILITY FOR DATA ANALYSES UNDER DIFFERENTIAL PRIVACY
Graduate Program:
Computer Science and Engineering
Keywords:
Differential privacy
statistical data analyses
File:
Download YueWang-Dissertation.pdf
Committee Members:
Daniel Kifer, Dissertation Advisor/Co-Advisor
Daniel Kifer, Committee Chair/Co-Chair
Clyde Lee Giles, Committee Member
Sencun Zhu, Committee Member
Aleksandra B Slavkovic, Outside Member

3. Scene Text Understanding in Natural Images With Convolutional Neural Networks

open_access
Open Access
Author:
He, Dafang
Title:
Scene Text Understanding in Natural Images With Convolutional Neural Networks
Graduate Program:
Information Sciences and Technology
Keywords:
Deep Learning
Convolutional Neural Networks
Scene Text
Detection
File:
Download DafangHe_Dissertation.pdf
Committee Members:
Clyde Lee Giles, Dissertation Advisor/Co-Advisor
Clyde Lee Giles, Committee Chair/Co-Chair
Zihan Zhou, Committee Member
James Z Wang, Committee Member
Daniel Kifer, Outside Member

4. Robust Text Spotting in Natural Images with Deep Neural Networks

open_access
Open Access
Author:
Yang, Xiao
Title:
Robust Text Spotting in Natural Images with Deep Neural Networks
Graduate Program:
Computer Science and Engineering
Keywords:
Text Spotting
Text Recognition
Deep Learning
Computer Vision
Text Detection
File:
Download XiaoYang_Dissertation.pdf
Committee Members:
Daniel Kifer, Dissertation Advisor/Co-Advisor
Daniel Kifer, Committee Chair/Co-Chair
Clyde Lee Giles, Committee Member
Robert Collins, Committee Member
Zihan Zhou, Outside Member

5. Entity Resolution for Large-Scale Databases

open_access
Open Access
Author:
Kim, Kunho
Title:
Entity Resolution for Large-Scale Databases
Graduate Program:
Computer Science and Engineering
Keywords:
Entity Resolution
Author Name Disambiguation
Record Linkage
Pairwise Classification
Clustering
File:
Download Scalable_Entity_Resolution_for_Scholarly_Databases__5_.pdf
Committee Members:
Clyde Lee Giles, Dissertation Advisor/Co-Advisor
Clyde Lee Giles, Committee Chair/Co-Chair
Daniel Kifer, Committee Member
Rebecca Jane Passonneau, Committee Member
Guido Cervone, Outside Member