Multi-armed bandits, Thompson sampling, reinforcement learning
2016 – Present
Bayesian Theory, signal processing, statistical signal processing
2011 – Present
sequential Monte Carlo, particle filtering, Monte Carlo methods, variational inference
2011 – Present
Probabilistic graphical models, generative models
2011 – Present
dynamical systems, state-space modeling, time-series, ARMA models
2011 – Present