Fixed-Rank Approximation of a Positive-Semidefinite Matrix from Streaming Data

Joel A. Tropp, Alp Yurtsever, Madeleine Udell, Volkan Cevher. Fixed-Rank Approximation of a Positive-Semidefinite Matrix from Streaming Data. In Isabelle Guyon, Ulrike von Luxburg, Samy Bengio, Hanna M. Wallach, Rob Fergus, S. V. N. Vishwanathan, Roman Garnett, editors, Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 4-9 December 2017, Long Beach, CA, USA. pages 1225-1234, 2017. [doi]

Abstract

Abstract is missing.