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Start Over Graduate Program Computer Science and Engineering (PHD) Committee Member Chitaranjan Das Keyword Deep Neural Networks

1. Explainable Predictive Modeling and Causal Effect Estimation from Complex Time-varying Data

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Open Access
Author:
Hsieh, Tsung Yu
Title:
Explainable Predictive Modeling and Causal Effect Estimation from Complex Time-varying Data
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
Explainable Machine Learning
Time Series Learning
Deep Neural Networks
Attention Networks
Functional Data Analysis
Causal Inference
File:
Download Dissertation-TsungYuHsieh.pdf
Committee Members:
David Miller, Major Field Member
Wang-Chien Lee, Major Field Member
Vasant Honavar, Chair & Dissertation Advisor
Matthew Reimherr, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

2. Efficient Deep Neural Networks Architectures for Video Analytics Systems

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Restricted (Penn State Only)
Author:
Hakimi, Zeinab
Title:
Efficient Deep Neural Networks Architectures for Video Analytics Systems
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
Deep Neural Networks
Object Recognition
Convolutional Neural Networks
Edge Computing
Distributed Camera Intelligence System
File:
Login to Download
Committee Members:
Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Chair & Dissertation Advisor
Jack Carroll, Outside Unit & Field Member
Rui Zhang, Major Field Member
John Sampson, Major Field Member