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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

Author:

Capetola, Casey

Title:

Systematic Scan Dynamics for Ising model on the Integer Lattice Graph: Comparing its Efficiency to Glauber Dynamics

Area of Honors:

Computer Science

Keywords:

Markov Chains
Ising Model
Coupling From the Past
Glauber Dynamics
Systematic Scan

File:

Download Capetola_Thesis_Submission.pdf

Thesis Supervisors:

Antonio Blanca, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

Author:

Himes, Ryan

Title:

Leveraging Graph Neural Networks for Efficient Word Representations

Area of Honors:

Computer Science

Keywords:

Graph Neural Networks
NLP
Machine Learning
Word Embeddings
Text Classification

File:

Download Leveraging_Graph_Neural_Networks_for_Efficient_Word_Representations.pdf

Thesis Supervisors:

Truong Xuan Tran, Thesis Supervisor
Ting He, Thesis Honors Advisor

Author:

Stebbins, Daniel

Title:

Additional Contour Properties for the Hard-Core Model on Z^2

Area of Honors:

Computer Science

Keywords:

Self-Avoiding Walk
SAW
Hard-Core Model
Connective Constant
Combinatorics
Statistical Physics
Computer Science
Lattice Gases

File:

Download Honors_College_Thesis.pdf

Thesis Supervisors:

Antonio Blanca, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor