Averaging Stochastic Gradient Descent on Riemannian Manifolds

Nilesh Tripuraneni, Nicolas Flammarion, Francis Bach, Michael I. Jordan. Averaging Stochastic Gradient Descent on Riemannian Manifolds. In Sébastien Bubeck, Vianney Perchet, Philippe Rigollet, editors, Conference On Learning Theory, COLT 2018, Stockholm, Sweden, 6-9 July 2018. Volume 75 of Proceedings of Machine Learning Research, pages 650-687, PMLR, 2018. [doi]

Authors

Nilesh Tripuraneni

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Nicolas Flammarion

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Francis Bach

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Michael I. Jordan

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