Research

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

* Equal contribution

Publications

H. Lillemark*, A. Rojas*, Z. Novack, R. Wang, Y. Du, Y. Ma, T. Berg-Kirkpatrick, R. Yu Equilibrium Forcing: Adaptive Video Generation Without Noise Conditioning. NeurIPS 2026. [arXiv]

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]