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Variational Combinatorial Sequential Monte Carlo Methods for Bayesian Phylogenetic Inference


Jun 17, 2021
Antonio Khalil Moretti, Liyi Zhang, Christian A. Naesseth, Hadiah Venner, David Blei, Itsik Pe'er

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* 15 pages, 9 figures 

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AutoML using Metadata Language Embeddings


Oct 08, 2019
Iddo Drori, Lu Liu, Yi Nian, Sharath C. Koorathota, Jie S. Li, Antonio Khalil Moretti, Juliana Freire, Madeleine Udell

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* NeurIPS Workshop on Meta-Learning, 2019 

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Particle Smoothing Variational Objectives


Sep 20, 2019
Antonio Khalil Moretti, Zizhao Wang, Luhuan Wu, Iddo Drori, Itsik Pe'er

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* 13 pages, 5 figures 

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A Novel Variational Family for Hidden Nonlinear Markov Models


Nov 06, 2018
Daniel Hernandez, Antonio Khalil Moretti, Ziqiang Wei, Shreya Saxena, John Cunningham, Liam Paninski

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* 6 figs, Submitted to ICLR 

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