Research
Sequential Monte Carlo Algorithms
I am interested in Sequential Monte Carlo (SMC) algorithms and their theoretical foundations. My previous work includes deriving finite sample complexity bounds for SMC methods in general settings and for sampling from multimodal probability distributions.