We devise a novel algorithm for Gaussian variational inference that comes with state-of-the-art convergence guarantees.
My MEng thesis. Translates the machinery of Euclidean optimization to the Bures-Wasserstein space to develop state-of-the-art algorithms for Gaussian variational inference.
