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Author:

Diwan, Ishaan

Title:

Efficient Multi-Period Trading and Learning Techniques for Portfolio Optimization

Area of Honors:

Computer Science

Keywords:

machine learning
portfolio optimization
stocks
trading
boosted decision trees
decision trees
Markowitz mean-variance portfolio theory

File:

Download Diwan_Thesis_Final.pdf

Thesis Supervisors:

Mehrdad Mahdavi, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

Author:

Wang, Weiqin

Title:

Online Learning: A Survey

Area of Honors:

Computer Science

Keywords:

Online Learning
Machine Learning

File:

Download Thesis_Final_Wang.pdf

Thesis Supervisors:

Mehrdad Mahdavi, Thesis Supervisor
Ting He, 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:

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:

Swope, Jason

Title:

Adaptive Partial Training for Model-Heterogeneous Federated Learning

Area of Honors:

Computer Science

Keywords:

Machine Learning
Distributed Machine Learning
Federated Learning
Model-Heterogeneous Federated Learning
Partial Training
Model Hetegeneity
Data Heterogeneity

File:

Download Swope_Jason_Adaptive_Partial_Training_for_Model-Heterogeneous_Federated_Learning.pdf

Thesis Supervisors:

Mehrdad Mahdavi, Thesis Supervisor
Mohamed Khaled Almekkawy, Thesis Honors Advisor