Research interests
My research develops probabilistic and Bayesian methods for complex and structured data, with a particular interest in Bayesian nonparametrics and statistical modelling of networks. A second line of research concerns uncertainty quantification in modern, adaptive, and data-rich settings.
- Statistical Machine Learning
- Bayesian Methods, Bayesian nonparametrics
- Uncertainty quantification
- Safe anytime-valid inference, e-values, confidence sequences
- Statistical Network modeling
Research Group
Current
- Valentin Roth, PhD student. Co-supervised with Patrick
Rebeschini.
- Debolina
Paul, PhD student. Co-supervised with Patrick Rebeschini
and Varun Kanade.
- Valentin Kilian, PhD student,
Oxford. Co-supervised with Benjamin Guedj.
- Stefano Cortinovis, PhD student, Oxford. Co-supervised with Mark van der Wilk.
- Kianoosh Ashouritaklimi,
PhD student, Oxford. Co-supervised with Tom Rainforth.
Alumni
- Francesca
Panero, PhD student, Oxford (2017-2022), co-supervised
with J. Rousseau. Now Assistant Professor in Statistics at
Sapienza University.
- Cian Naik, PhD student, Oxford (2017-2022), co-supervised
with J. Rousseau. Now Senior Data Scientist at Deliveroo.
- Fadhel
Ayed, PhD student, Oxford (2016-2020). Now Machine
Learning Scientist at Huawei Technologies.
- Giuseppe Di Benedetto, PhD student, Oxford
(2015-2020), co-supervised with Y.W. Teh. Now Machine Learning Scientist
at Amazon.
- Xenia
Miscouridou, PhD student, Oxford (2015-2020),
co-supervised with Y.W. Teh. Now Lecturer
in Statistics at the University of Cyprus.
- Juho Lee, postdoc (2018-2019), Oxford. Now Associate Professor at KAIST.
- Jessica Sodjo, PhD student, INRIA Bordeaux (2014-2018), co-supervised with A. Giremus, N. Dobigeon and J.F. Giovannelli. Now Assistant Professor in Computer Science at University of Guyane.
- Andrei Barbos, PhD student, University of Bordeaux (2014-2018), co-supervised with J.F. Giovannelli. Now Image Processing Scientist at DxOMark.
- Adrien Todeschini, PhD student at INRIA Bordeaux (2013-2016), co-supervised with M. Chavent. Now Freelance Data Scientist.
- Boris Hejblum, PhD student at University of Bordeaux (2011-2015), co-supervised with R. Thiébaut. Now Research Faculty (Chargé de Recherche) at Inserm Bordeaux Population Health Research Center.
- Michele Pace, PhD student at INRIA Bordeaux (2009-2011), co-supervised with P. Del Moral. Now Chief Technology Officer at Exmetrica.
Software
OxCSML-BayesNP
Github
groupTeaching
Undergraduate/MSc Course on Applied and Computational Statistics (2025--Present)Undergraduate/MSc Course on Statistical Machine Learning (2020--2024)
Undergraduate/MSc Course on Computational Statistics (2017--2019)
Tutorials in Analysis, Probability and Statistics (2015--Present)