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Start Over Committee Member Chitaranjan Das Keyword Machine Learning

13. Machine Learning and Optimization Applications on Near-term Quantum Computers

open_access
Open Access
Author:
Li, Junde
Title:
Machine Learning and Optimization Applications on Near-term Quantum Computers
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
Machine Learning
Quantum Computing
Computer Vision
Optimization
Variational Quantum Algorithms
Generative Models
Quantum Computation Advantages
File:
Download phd_dissertation_junde.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Swaroop Ghosh, Chair & Dissertation Advisor
Mehrdad Mahdavi, Major Field Member
Nikolay Dokholyan, Outside Unit & Field Member
Chunhao Wang, Major Field Member

14. A Differentiable Synthetic Prediction Market

restricted_to_institution
Restricted (Penn State Only)
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:
Login to Download
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

15. Automated and Semi-Automated Assessment of STEM Reasoning Questions

open_access
Open Access
Author:
Li, Zhaohui
Title:
Automated and Semi-Automated Assessment of STEM Reasoning Questions
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
Automated Assessment
Machine Learning
Selective PredictionHuman-in-the-Loop
NLP
Education
Relation Networks
Contrastive Learning
Human-in-the-Loop
Selective Prediction
File:
Download ZhaohuiLI_thesis.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Dongwon Lee, Outside Unit & Field Member
Huijuan Xu, Major Field Member
Rui Zhang, Major Field Member
Rebecca Passonneau, Chair & Dissertation Advisor