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1. Training-Robust Design of Deep Neural Networks for Imaging and Vision

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Author:
Yazdani, Amirsaeed
Title:
Training-Robust Design of Deep Neural Networks for Imaging and Vision
Graduate Program:
Electrical Engineering (PHD)
Keywords:
Computer Vision
Image Processing
Artificial Intelligence
Deep Learning
Neural Networks
Photoacoustic Target Localization
Image Relighting
Active Learning
Semantic Segmentation
File:
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Committee Members:
Madhavan Swaminathan, Program Head/Chair
Robert Collins, Major Field Member
William Higgins, Major Field Member
Houtan Jebelli, Outside Unit & Field Member
Vishal Monga, Chair & Dissertation Advisor

2. Essays in Applied Machine Learning and Economics

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Restricted (Penn State Only)
Author:
Singal, Garima
Title:
Essays in Applied Machine Learning and Economics
Graduate Program:
Economics (PHD)
Keywords:
Machine Learning
Deep Learning
Computer Vision
Pollution Estimation
File:
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Committee Members:
Marc Albert Henry, Professor in Charge/Director of Graduate Studies
Marc Henry, Major Field Member
Keisuke Hirano, Major Field Member
Manzhu Yu, Outside Unit & Field Member
Minas Sifakis, Special Member
Michael Gechter, Chair & Dissertation Advisor