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Author:

Adams, Ethan

Title:

Deep Ensemble Learning for Robust Defense Against Adversaries

Area of Honors:

Information Sciences and Technology

Keywords:

AI
Artificial Intelligence
ML
Machine Learning
TensorFlow
Keras
Python
AI Security
Ensemble Learning
Deep Learning
Neural Networks
Adversarial
Adversaries

File:

Download Adams_ThesisFinal.pdf

Thesis Supervisors:

Mahdi Nasereddin, Thesis Supervisor
Sandy Feinstein, Thesis Honors Advisor

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:

Rodriguez, Alina

Title:

Fairness in Artificial Intelligence Algorithms

Area of Honors:

Information Sciences and Technology

Keywords:

Artificial Intelligence
Machine Learning
Fairness
Ensemble Learning
Equality
Equity
Bias
Technology

File:

Download Fairness_In_AI_Thesis_Final.pdf

Thesis Supervisors:

Abdullah Konak, Thesis Supervisor
Jeanne Marie Rose, Thesis Honors Advisor