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Variational Particle Approximations

Saeedi, A; Kulkarni, TD; Mansinghka, VK; Gershman, SJ

Saeedi, A (reprint author), MIT, Comp Sci & Artificial Intelligence Lab, 77 Massachusetts Ave, Cambridge, MA 02139 USA.

JOURNAL OF MACHINE LEARNING RESEARCH, 2017; 18 ( ): 1

Abstract

Approximate inference in high-dimensional, discrete probabilistic models is a central problem in computational statistics and machine learning. This p......

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