Statistics of random processes: discretised diffusions, point processes, multifractal processes, growth-fragmentation processes, interacting particles in a mean-field limit.
Nonparametric statistics: adaptive estimation and confidence bands, inverse problems, geometric inference, nonparametric Bayes.
Applications to financial statistics and population biology modelling.