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Author:

Ashtekar, Neil

Title:

PairBoost: Gradient Boosted Classification from Pairwise Data

Area of Honors:

Computer Science

Keywords:

Machine Learning
Ensemble Learning
Gradient Boosting
Data Science
Artificial Intelligence

File:

Download Ashtekar_Neil_PairBoost.pdf

Thesis Supervisors:

Mehrdad Mahdavi, Thesis Supervisor
Rebecca Jane Passonneau, Thesis Honors Advisor

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:

Smith, Jacob C

Title:

Improving Meta-Learning Performance Through Task Sampling Techniques

Area of Honors:

Computer Science

Keywords:

Machine Learning
Meta-Learning

File:

Download JacobSmithHonorsThesisFinal.pdf

Thesis Supervisors:

Mehrdad Mahdavi, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Coelho, Anthony

Title:

Indoor Scene Category Merging Using a Modified Davies-Bouldin Index

Area of Honors:

Computer Science

Keywords:

Machine Learning
Silhouette Index
Davies-Bouldin Index
Centroid Based Concept Learning
Category Merging

File:

Download AnthonyCoelhoSchreyerHonorsThesis.pdf

Thesis Supervisors:

Alan Richard Wagner, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor