Renormalization & ScalingExplores renormalization, scaling, critical points, exponents, and phase transitions in conformal field theory and quantum gravity.
Weakly Coupled QFT in AdSExplores weakly coupled quantum field theory in AdS, including state-operator correspondence and semiclassical gravity.
Nonlinear Supervised LearningExplores the inductive bias of different nonlinear supervised learning methods and the challenges of hyper-parameter tuning.
Global Conservation LawsExplores the dynamical consequences of symmetry, emphasizing conservation laws and the role of Noether currents.