Empirical Risk Minimization and Stochastic Gradient Descent for Relational Data

Victor Veitch, Morgane Austern, Wenda Zhou, David M. Blei, Peter Orbanz. Empirical Risk Minimization and Stochastic Gradient Descent for Relational Data. In Kamalika Chaudhuri, Masashi Sugiyama, editors, The 22nd International Conference on Artificial Intelligence and Statistics, AISTATS 2019, 16-18 April 2019, Naha, Okinawa, Japan. Volume 89 of Proceedings of Machine Learning Research, pages 1733-1742, PMLR, 2019. [doi]

Abstract

Abstract is missing.