Deep Learning, Gaussian Process, Active Learning, Bayesian Optimization.
GP here. Please see also our previous Medium post on GPs. Our group has applied GP to a number of imaging problems including reconstruction of sparse hyperspectral data, hysteresis loop engineering in ferroelectrics, and efficient exploration of the parameter space for lattice Hamiltonians, and the