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-learning#healthcare#AI#diagnostics

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-systems#scalability#cloud-computing#architecture

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

#NLP#embeddings#multilingual#transformers