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Start Over Area of Honors Computer Science Year 2024

1. Exploring Hybrid Pre-Training and Fine-Tuning Strategies for Multimodal Transfer Learning in Cross-Modal Retrieval

open_access
Open Access
Author:
Agarwala, Jayesh
Title:
Exploring Hybrid Pre-Training and Fine-Tuning Strategies for Multimodal Transfer Learning in Cross-Modal Retrieval
Area of Honors:
Computer Science
Keywords:
Cross-Modal Retrieval
Multimodal Transfer Learning
Domain Adaptation
File:
Download Honors-Thesis-Jayesh-Agarwala.pdf
Thesis Supervisors:
Wang-Chien Lee, Thesis Supervisor
Ting He, Thesis Honors Advisor

3. Adaptive Partial Training for Model-Heterogeneous Federated Learning

open_access
Open Access
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

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

open_access
Open Access
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