03 / Research

Publications

Academic publications and research papers on machine learning, distributed systems, and natural language processing.

Journal of Medical AI/November 15, 2024

Machine Learning Approaches for Early Disease Detection in Healthcare Systems

A comprehensive study on applying ML algorithms to predict early-stage diseases using patient data.

Authors: Calvin Ku, Jane Smith, Robert Johnson

machine-learninghealthcareAIdiagnostics

IEEE Transactions on Distributed Computing/September 20, 2024

An analysis of architectural patterns that enable horizontal scaling in cloud-native applications.

Authors: Calvin Ku, Alice Chen

distributed-systemsscalabilitycloud-computingarchitecture

ACL 2024 - Association for Computational Linguistics/June 10, 2024

Novel embedding techniques that capture semantic nuances across multiple languages and cultural contexts.

Authors: Calvin Ku, Maria Garcia, Kenji Tanaka, Sarah Williams

NLPembeddingsmultilingualtransformers