2 papers
cs.LG2025
Exploring approaches to computational representation and classification of user-generated meal logs
Guanlan Hu, Adit Anand, Pooja M. Desai +2
This study examined the use of machine learning and domain specific enrichment on patient generated health data, in the form of free text meal logs, to classify meals on alignment…
math.OC2024
A new approach to data assimilation initialization problems with sparse data using multiple cost functions
David J. Abers, George Hripcsak, Lena Mamykina +2
This article develops a novel data assimilation methodology, addressing challenges that are common in real-world settings, such as severe sparsity of observations, lack of reliable…