Research

Please find a list of my publications and working publications. A full collection of my work can be found on my Google Scholar.

Publications

E. Brown, S. Raval, A.Rojas, J. Yao, S. Parbhoo, L. A. Celi, S. Swaroop, W. Pan, F. Doshi-Velez Where do doctors disagree? Characterizing Decision Points for Safe Reinforcement Learning in Choosing Vasopressor Treatment. AMIA Annual Symposium Proceedings 2024. [NIH]

Workshop Papers, Working Papers, and Preprints

A. Rojas, D. Alvarez-Melis Understanding the Role of Functional Diversity in Weight-Ensembling with Ingredient Selection and Multidimensional Scaling Foundation Models in the Wild Workshop at ICML 2024. [arXiv]

M. Hedman, A. Rojas, A. Arora, D. Ola Developing and comparing machine learning models to detect sleep apnoea using single-lead electrocardiogram (ECG) monitoring MedRxiv 2021 [MedRxiv]