Thiago Rodrigo Ramos

Department of Statistics - UFSCar

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Department of Statistics
UFSCar

São Carlos, SP-Brazil

I am an Assistant Professor in the Department of Statistics at the Federal University of São Carlos (UFSCar) in Brazil. I received my Ph.D. in Mathematics from the Institute for Pure and Applied Mathematics (IMPA), with research focused on boosting methods and concentration of measure in machine learning. I also hold a Master’s and a Bachelor’s degree in Mathematics from the University of São Paulo (ICMC-USP).

I am part of the Statistical Machine Learning Lab (SMALL-UFSCar), where we explore statistical and machine learning methods to address real-world problems across different areas.

SMALL-UFSCar

selected publications

  1. Split conformal prediction and non-exchangeable data
    Roberto I Oliveira, Paulo Orenstein, Thiago Ramos, and 1 more author
    Journal of Machine Learning Research, 2024
  2. Personalizedus: Interpretable breast cancer risk assessment with local coverage uncertainty quantification
    Alek Fröhlich, Thiago Ramos, Gustavo Motta Cabello Dos Santos, and 3 more authors
    In Proceedings of the AAAI Conference on Artificial Intelligence, 2025
  3. AmnioML: amniotic fluid segmentation and volume prediction with uncertainty quantification
    Daniel Csillag, Lucas Monteiro Paes, Thiago Ramos, and 5 more authors
    In Proceedings of the AAAI Conference on Artificial Intelligence, 2023