- Home
- Faculty and Research
- Naveiro Flores Roi
Naveiro Flores, Roi
PhD: Universidad Complutense de Madrid
Office D4-15
Biography
Roi Naveiro is an Assistant Professor on Tenure Track in the Department of Quantitative Methods at CUNEF Universidad. PhD in Statistics from Universidad Complutense and Institute of Mathematical Sciences. His research has been recognized with the awards "Best Doctoral Thesis in Artificial Intelligence" from CSIC and "Best Contribution in Operations Research" from Fundación BBVA.
He has participated in more than five national and European research projects and has served as Principal Investigator in five industrial projects. He was a visiting researcher at Duke University (USA), holds a six-year research period (sexenio), and currently supervises a doctoral thesis. Additionally, he is coordinator of the Bayesian Inference Section of the Spanish Society of Statistics and Operations Research.
Education
PhD in Statistics and Operations Research, Universidad Complutense de Madrid (2020)
MSc in Theoretical Physics, Universidad Complutense de Madrid (2016)
BSc in Physics, Universidad de Salamanca (2015)
Research Interests
Bayesian Analysis, Probabilistic Machine Learning, Machine Learning Applications
Professional Career
Scientific advisor at AItenea Biotech S.L., 2021-present
Most relevant publications
Gallego, Víctor; Naveiro, Roi; Ríos Insua, David; Ruggeri, Fabrizio: "Protecting Classifiers from Attacks", Statistical Science, 39(3), 449-468, 2024.
Caballero, W. N.; Camacho, J. M.; Ekin, T.; Naveiro, R: "Manipulating hidden-Markov-model inferences by corrupting batch data", Computers & Operations Research, 162, Art. 106478, 2024.
Ríos Insua, David; Naveiro, Roi; Gallego, Víctor; Poulos, Jason: "Adversarial Machine Learning: Bayesian Perspectives", Journal of the American Statistical Association, 118(543), 2195-2206, 2023.
Ekin, Tahir; Naveiro, Roi; Ríos Insua, David; Torres-Barrán, Alberto: "Augmented Probability Simulation Methods for Sequential Games", European Journal of Operational Research, 306(1), 418-430, 2023.
Ríos Insua, D.; Caballero, W. N.; Naveiro, R: "Managing driving modes in automated driving systems", Transportation science, 56(5), 1259-1278, 2022.