My current focus is scaling. In particular, I am interested in improving training dynamics of large-scale neural networks. I am also interested in theory of deep learning, generalization, optimization, kernels, Gaussian processes, etc.
Before researching on AI, I worked on harmonic analysis: multilinear operators, oscillatory integrals, singular Radon-like transforms, time-frequency analysis and resolution of singularities.