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Start Over Graduate Program Industrial Engineering Keyword Convex Optimization

1. On Convex Optimization Methods for Fitting Spatial Statistical Models to Large Data Sets

open_access
Open Access
Author:
Davanloo Tajbakhsh, Sam
Title:
On Convex Optimization Methods for Fitting Spatial Statistical Models to Large Data Sets
Graduate Program:
Industrial Engineering
Keywords:
Convex Optimization
Gaussian Random Field
Spatial Statistics
Alternating Direction Method of Multipliers
ADMM.
File:
Download SamDavanloo-Dissertation.pdf
Committee Members:
Enrique Del Castillo, Dissertation Advisor/Co-Advisor
Necdet S Aybat, Dissertation Advisor/Co-Advisor
Vinayak V Shanbhag, Committee Member
James Landis Rosenberger, Committee Member
Murali Haran, Committee Member

2. Variance-reduced First-Order Methods for Convex Stochastic Optimization and Monotone Stochastic Variational Inequality Problems

open_access
Open Access
Author:
Jalilzadeh, Afrooz
Title:
Variance-reduced First-Order Methods for Convex Stochastic Optimization and Monotone Stochastic Variational Inequality Problems
Graduate Program:
Industrial Engineering
Keywords:
Stochastic Optimization
Convex Optimization
Stochastic Approximation
Nonsmooth Optimization
Stochastic Variational Inequality
File:
Download Afrooz_Jalilzadeh_PhD_dissertation.pdf
Committee Members:
Vinayak V Shanbhag, Dissertation Advisor/Co-Advisor
Vinayak V Shanbhag, Committee Chair/Co-Chair
Necdet S Aybat, Committee Member
Eunhye Song, Committee Member
Xingyuan Fang, Outside Member
Ling Rothrock, Program Head/Chair