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Open Access

Author:: Elisii, Patrick
Title:: Fine Tuning Transformers for Political Manifesto Summarization and Quantification
Area of Honors:: Computer Science
Keywords:: Machine Learning
Natural Language Processing
Political Documents
Summarization
Classification
BERT
File:: Download Thesis-elisii_final.pdf
Thesis Supervisors:: Amulya Yadav, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

Open Access

Author:: Tomar, Yajur
Title:: Studies of Linear and Deep-Neural Network (DNN) Models for Automated Short Answer Grading
Area of Honors:: Computer Science
Keywords:: ASAG
NLP
Neural Networks
Linear Models
Non-linear Models
Regular Expression Based Features
SemEval
AutoP
Feature Engineering
File:: Download Tomar_Yajur_Studies_of_Linear_and_Deep-Neural_Network__DNN__Models_for_Automated_Short_Answer_Grading.pdf
Thesis Supervisors:: Rui Zhang, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

Open Access

Author:: Gudipaty, Akhil
Title:: Efficient Solving of POMDPs using Circulant Matrices
Area of Honors:: Computer Science
Keywords:: POMDPs
Circulant Matrices
Policy evaluation
File:: Download Akhil_thesis_final.pdf
Thesis Supervisors:: Kenneth D. Czuprynski, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

Restricted (Penn State Only)

Author:: Agarwala, Vandana
Title:: Cross-Species Prediction of Transcription Factor Binding
Area of Honors:: Computer Science
Keywords:: Gene Regulation
Deep Learning
Transfer Learning
Domain Adaptation
Computational Biology
Bioinformatics
Machine Learning
File:: Login to Download
Thesis Supervisors:: Shaun Mahony, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

Restricted (Penn State Only)

Author:: Martutartus, Sheryll
Title:: The Impact of Adversarial Examples on Machine Learning Models
Area of Honors:: Computer Science
Keywords:: Machine Learning
Computer Science
Adversarial Machine Learning
Spam Detection
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Thesis Supervisors:: Patrick Drew Mcdaniel, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

Restricted (Penn State Only)

Author:: Muhunthan, Aranya
Title:: Understanding Women and Asian American Disparities in Computer Science Professions
Area of Honors:: Computer Science
Keywords:: aapi
gender gap
STEM
computer science
File:: Login to Download
Thesis Supervisors:: Sarah A Damaske, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

Restricted (Penn State Only)

Author:: Patel, Aditya
Title:: Compiler Support for Offloading off-the-shelf Applications to PIM Cores
Area of Honors:: Computer Science
Keywords:: LLVM
PIM
Compiler
Processing in memory
File:: Login to Download
Thesis Supervisors:: Anand Sivasubramaniam, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor
Vijaykrishnan Narayanan, Faculty Reader

Restricted (Penn State Only)

Author:: Raju, Anand
Title:: Detecting and Tracking Insects in the InsectEye Device
Area of Honors:: Computer Engineering
Keywords:: Tracking
Detection
Neural Networks
File:: Login to Download
Thesis Supervisors:: Vijaykrishnan Narayanan, Thesis Supervisor
Vijaykrishnan Narayanan, Thesis Honors Advisor
John Joseph Hannan, Faculty Reader

Restricted (Penn State Only)

Author:: Patel, Aaryan
Title:: Formal verification of approximate differential privacy via the characteristic function
Area of Honors:: Computer Science
Keywords:: Differential Privacy
Formal Verification
Programming Languages
File:: Login to Download
Thesis Supervisors:: Danfeng Zhang, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor
John Joseph Hannan, Faculty Reader

Restricted (Penn State Only)

Author:: Johri, Divyesh
Title:: Evaluating SOMA and MoSh++ Using PSU-TMM100 Marker Data
Area of Honors:: Computer Science
Keywords:: mocap
markers
labels
labeling
auto-labeler
labeler
automatic labeling
soma
mosh
tmm100
taiji
movement
3d body
motion capture
python
matlab
File:: Login to Download
Thesis Supervisors:: Yanxi Liu, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

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