Pablo Ramses Alonso Martin

Third year PhD student in the Statistics CDT at the University of Warwick, working on the estimation of effective dynamics for fast-slow systems of SDEs with fractional dynamics under the supervision of Prof. Anastasia Papavasiliou and Dr. Horatio Boedihardjo.

Education

2021 - 2022 University of Warwick: MSc in Statistics.
Thesis: "Piece-wise Deterministic Markov Processes and applications to Bayesian Neural Networks" - Supervised by Dr Rito Dutta.
2016 - 2020 University of Oviedo: Degree in Mathematics.

Thesis: "Local Regression" - Supervised by Prof. Ignacio Montes.Link opens in a new window

Publications

Statistical Inference for the Rough Homogenization Limit of Fractional Ornstein-Uhlenbeck Processes, P.R. Alonso-Martin, H. Boedihardjo and A. Papavasiliou. ArXiv Preprint (2024)
Distortion models for estimating human error probabilities, P.-R. Alonso-Martin, I. Montes and E. Miranda,Safety Science, 157, (2023).

Talks

September 2024, Cambridge (UK): Modelling and Applications of Anomalous Diffusions. "Statistical Inference for the Rough Homogenization Limit of Multiscale Fractional Ornstein-Uhlenbeck Processes".
January 2024, Oxford (UK): 18th Oxford-Berlin Young Researchers Meeting on Applied Stochastic Analysis. "Modelling the long-term dynamics of a multiscale diffusion driven by fractional Brownian Motion ".
December 2022, Warwick (UK): Algorithms & Computationally Intensive Inference seminars."Efficient Bayesian model averaging for Neural Networks via Gibbs Boomerang".
June 2021, Granada (Spain - Remote): International Symposium for Imprecise Probability: Theories and Applications (ISIPTA) 2021. (Short Talk) "Distortion Models for the Probability of Rare Events: an Application on Human Reliability".

Teaching

2023/2024: ST118 Probability 1, ST227 Stochastic Processes, ST410 Designed Experiments w Advanced Topics.
2022/2023: ST202 Stochastic Processes.

Other experience

2021 Getronics: Machine Learning Intern.
2020 University of Oviedo: UG researcher on Imprecise Probabilities supervised by Prof. Enrique Miranda and Prof. Ignacio MontesLink opens in a new window.

Contact

Pablo.Alonso-Martin@warwick.ac.uk

MSB4.14