Point processes (Poisson, Poisson cluster, Cox, Hawkes), Large deviations, Importance sampling, MCMC methods, Stein and Chen-Stein methods, Malliavin calculus, Malliavin-Stein method, Integer-valued time series, High-dimensional probability, Random matrices; Ruin probabilities, Risk processes, Queuing systems, Communication networks, Neural networks
