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454 *
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Thu, 8/6/2020,
10:00 AM -
11:50 AM
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Virtual
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Computational Advances in Approximate Bayesian Methods — Topic Contributed Papers
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Section on Bayesian Statistical Science
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Organizer(s): Robert Kohn, University of New South Wales
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Chair(s): Robert Kohn, University of New South Wales
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10:05 AM
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Sparse Variational Inference: Bayesian Coresets from Scratch
Trevor Campbell, University of British Columbia
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10:25 AM
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Fast Variational Approximation for Multivariate Factor Stochastic Volatility Model
David Gunawan, University of Wollongong; Robert Kohn, University of New South Wales; David Nott, National University of Singapore
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10:45 AM
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High-Dimensional Copula Variational Approximation Through Transformation
Michael Smith, University of Melbourne; Ruben Loaiza-Maya, Monash University ; David Nott, National University of Singapore
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11:05 AM
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Mini-Batch Metropolis-Hastings MCMC with Reversible SGLD Proposal
Rachel Wang, University of Sydney; Tung-Yu Wu, Stanford University; Wing Hung Wong, Stanford University
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11:25 AM
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Weighted Approximate Bayesian Computation via Large Deviations Theory
Cecilia Viscardi, University of Florence; Michele Boreale, University of Florence; Fabio Corradi, University of Florence; Antonietta Mira, Università della Svizzera Italiana (USI)
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11:45 AM
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Floor Discussion
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