Research interests

I am mainly interested in high-dimensional and nonparametric statistics. More precisely, my research interests include statistical machine learning, Bayesian nonparametrics, uncertainty quantification and inverse problems.

Topics I have worked on include:

• Bayesian nonparametrics
• (Deep) Gaussian processes
• Tree-based methods (Random Forests, CART, Pólya Trees, BART,…)
• Uncertainty quantification
• Variational Bayes
• Inverse problems
• Differential privacy