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Author:

Anand, Vivek

Title:

Generating Certifiably Adversarial Robust Deep Neural Networks with Minimal Prediction Overhead

Area of Honors:

Computer Science

Keywords:

Machine Learning
Deep Neural Networks
Adversarial Machine Learning
Computer Science
Tensorflow

File:

Download Thesis_final.pdf

Thesis Supervisors:

Daniel Kifer, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

Author:

Biase, Isabelle

Title:

Feature Selection for Raman Spectra of Alzheimer’s Disease Through Recursive Feature Elimination with Random Forest

Area of Honors:

Computer Science

Keywords:

Random Forest
Recursive Feature Elimination
Alzheimer's Disease
Machine Learning
Raman Spectroscopy

File:

Download Biase_Thesis.pdf

Thesis Supervisors:

Shengxi Huang, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

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

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:

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Thesis Supervisors:

Shaun Mahony, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

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

File:

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Thesis Supervisors:

Patrick Drew Mcdaniel, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor