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Author:

Balaji, Laxmaan

Title:

A Differentiable Synthetic Prediction Market

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Machine Learning
Prediction Market
Synthetic Prediction Market
Supervised Learning
Classification

File:

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Committee Members:

Chitaranjan Das, Program Head/Chair
C Lee Giles, Thesis Advisor/Co-Advisor
Sarah Michele Rajtmajer, Thesis Advisor/Co-Advisor
Christopher H Griffin, Committee Member

Author:

Gupta, Shantanu

Title:

Predicting Driver's Takeover Decisions in a Conditionally Automated Vehicle with Gaze Based Deep Learning Architectures

Graduate Program:

Industrial Engineering (MS)

Keywords:

Conditionally Automated Vehicles
Machine Learning
Deep Learning
Situational Awareness
Takeover Performance

File:

Download Shantanu_Masters_Thesis.pdf

Committee Members:

Yiqi Zhang, Thesis Advisor/Co-Advisor
Vittaldas V Prabhu, Committee Member
Steven Landry, Program Head/Chair

Author:

Banagere Manjunatha, Srikanth

Title:

Extreme Point Approach to Subset Selection and Data Augmentation

Graduate Program:

Electrical Engineering (MS)

Keywords:

Machine Learning
Data Augmentation
Convex hull
Isometric property
Classification task

File:

Download Masters_Thesis_EE_PSU_srikanth_banagere_manjunatha.pdf

Committee Members:

Kultegin Aydin, Program Head/Chair
Viveck Ramesh Cadambe, Thesis Advisor/Co-Advisor
Mehrdad Mahdavi, Committee Member

Author:

Perkinson, Kyle

Title:

Multi-Agent Deep Reinforcement Learning Applications to Capture the Flag-Style Scenarios

Graduate Program:

Mechanical Engineering (MS)

Keywords:

Machine Learning
Reinforcement Learning
Multi-Agent Reinforcement Learning

File:

Download ThesisFinal3_22.pdf

Committee Members:

Michael Roan, Thesis Advisor/Co-Advisor
Alfred Scott Lewis, Committee Member
Robert Francis Kunz, Program Head/Chair
Sara B Noss, Committee Member

Author:

Ayala, Harshita

Title:

Neural Embedded Optimization For Integrated Location and Routing Problems

Graduate Program:

Industrial Engineering (MS)

Keywords:

Location Routing Problems
Neural Networks
Machine Learning
Mixed Integer Programming

File:

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Committee Members:

Anirudh Subramanyam, Thesis Advisor/Co-Advisor
Soundar Kumara, Committee Member
Steven Landry, Program Head/Chair

Author:

Sell, Parker

Title:

Task Graph Based Mistake Detection in Instructional Videos

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Mistake Recognition
Machine Learning
Instructional Videos
Assembly Videos
Task Graph
Visual Recognition Network

File:

Download Parker_CSE_Thesis.pdf

Committee Members:

Huijuan Xu, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member
Chitaranjan Das, Program Head/Chair