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Start Over Committee Member Daniel Kifer Keyword Machine Learning

1. EFFECTIVE METHODS FOR WEB CRAWLING AND WEB INFORMATION EXTRACTION

open_access
Open Access
Author:
Zheng, Shuyi
Title:
EFFECTIVE METHODS FOR WEB CRAWLING AND WEB INFORMATION EXTRACTION
Graduate Program:
Computer Science and Engineering
Keywords:
Wrapper Induction
Information Extraction
Web Crawling
Machine Learning
File:
Download ShuyiZheng-Dissertation.pdf
Committee Members:
C Lee Giles, Dissertation Advisor/Co-Advisor
C Lee Giles, Committee Chair/Co-Chair
Jesse Louis Barlow, Committee Member
Daniel Kifer, Committee Member
Murali Haran, Committee Member
Raj Acharya, Committee Member

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

open_access
Open Access
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

3. Understanding Hydrologic Functions of Water Storage and Soil Moisture and Improving Predictive Capability using Big Data Machine Learning Methods

open_access
Open Access
Author:
Fang, Kuai
Title:
Understanding Hydrologic Functions of Water Storage and Soil Moisture and Improving Predictive Capability using Big Data Machine Learning Methods
Graduate Program:
Civil Engineering
Keywords:
Hydrology
Watershed Functioning
Water Storage
Soil Moisture
Machine Learning
Deep Learning
File:
Download Kuai_Thesis_Final.pdf
Committee Members:
Chaopeng Shen, Dissertation Advisor/Co-Advisor
Chaopeng Shen, Committee Chair/Co-Chair
Xiaofeng Liu, Committee Member
Klaus Keller, Committee Member
Daniel Kifer, Outside Member

4. Laboratory Earthquake Prediction using Deep Learning

open_access
Open Access
Author:
Girkar, Vrushali Sanjay
Title:
Laboratory Earthquake Prediction using Deep Learning
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Machine Learning
Deep Learning
Earthquake Prediction
Time-Series Prediction
Supervised Regression Problem
Automatic Feature Extraction
File:
Download Vrushali_Thesis.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Daniel Kifer, Thesis Advisor/Co-Advisor
C Lee Giles, Committee Member
Parisa Shokouhi, Committee Member