Santiago Marin

Scholar GitHub ORCiD

About

I am currently a Statistics Ph.D. student at the Australian National University (ANU), working under the supervision of Dr. Bronwyn Loong, Dr. Anton Westveld, and Prof. Michael Martin.

Research

I like to sample from posterior distributions! More precisely, my research interests span from Bayesian methods and theory to computational aspects of Bayesian analysis, with particular emphasis on:

• Bayesian nonparametrics
• Discrete random measures
• Monte Carlo and Markov chain Monte Carlo methods
• Bayesian variable selection and shrinkage priors
• Uncertainty quantification
• Probabilistic machine learning
• Applications of all of the above

If you are interested in my research, please feel free to kindly get in touch. I can best be reached through email. See below for my contact details.

If you ever visit ANU, please pop in and say hi!

News

• The article, “Adaptive Shrinkage with a Nonparametric Bayesian Lasso”, was accepted for publication in JCGS! 🎉
• The article, “BOB: Bayesian optimized bootstrap for approximate posterior sampling in Gaussian mixture models”, was accepted for publication in Statistics and Computing! 🥳

Contact

📬 [santiago] <dot> [marinardila] <at> [anu] <dot> [edu] <dot> [au]

https://orcid.org/0009-0006-0086-3721

🏛 Australian National University