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most citedNeighborhood Growth Determines Geometric Priors for Relational Representation Learning

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math.OC2019

Projection-free nonconvex stochastic optimization on Riemannian manifolds

Melanie Weber, Suvrit Sra

We study stochastic projection-free methods for constrained optimization of smooth functions on Riemannian manifolds, i.e., with additional constraints beyond the parameter domain…