Learning theory for exponential families Provable, sample-efficient recovery of high-dimensional distributions. Machine learning for quantum systems Statistical estimation applied to quantum states and devices. Quantum algorithms and applications What quantum computers can actually do for concrete problems — and where the claims break down. Quantum walks and spatial search Discrete-time quantum walk algorithms for search on graphs.