Current research
I am currently an Assistant Professor in the Department of Statistics of the University of Warwick.
My research interests cover:
-
Representation of uncertainty motivated by the use of outer (probability) measures as upper bounds on the set of probability measures on a given state space (see [12, 14, 17], [S1, S3] and [P1, P2])
New article on this topic: arxiv.org/abs/1908.04331
- Bayesian Statistics and Monte Carlo methods, in particular multilevel and multi-index Monte Carlo methods for the approximation of filtering and smoothing distributions related to differential equations with randomness (see [11, 13, 22])
- Spatial point processes and their application to the representation of populations made of a random number of individuals, each having a random state, with a focus on the representation of specific information about individuals via point processes on the space of probability measures (see [16, 20] and [R5] as well as [7, 9, 19] for applications)
- Statistical analysis and methodology for the estimation of multi-object dynamical systems with, more specifically, the study of the identifiability of parameters in these systems (see [21] and [S2])
I am also on the Editorial Board of the newly launched AIMS journal Foundations of Data Science.
Recent collaborators
- Adrian Bishop (UTS, Australia)
- Daniel E. Clark (Telecom Sud Paris, France)
- Pierre Del Moral (INRIA Bordeaux, France)
- Emmanuel D. Delande and Moriba K. Jah (University of Texas, US)
- Ajay Jasra (NUS, Singapore)
- Branko Ristić (RMIT, Australia)
- Sumeetpal S. Singh (University of Cambridge, UK)
Events
I was the co-chair of the First International Summer School on Finite Set Statistics, held in Edinburgh from the 22nd to the 26th of July 2013 (Lecture notes).
