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26 Results
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Poster
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Wed 10:45 |
Don't Blame the ELBO! A Linear VAE Perspective on Posterior Collapse James Lucas · George Tucker · Roger Grosse · Mohammad Norouzi |
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Poster
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Tue 17:30 |
Learning Hierarchical Priors in VAEs Alexej Klushyn · Nutan Chen · Richard Kurle · Botond Cseke · Patrick van der Smagt |
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Poster
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Wed 10:45 |
An Algorithm to Learn Polytree Networks with Hidden Nodes Firoozeh Sepehr · Donatello Materassi |
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Poster
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Thu 17:00 |
vGraph: A Generative Model for Joint Community Detection and Node Representation Learning Fan-Yun Sun · Meng Qu · Jordan Hoffmann · Chin-Wei Huang · Jian Tang |
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Poster
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Tue 10:45 |
Practical and Consistent Estimation of f-Divergences Paul Rubenstein · Olivier Bousquet · Josip Djolonga · Carlos Riquelme · Ilya Tolstikhin |
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Poster
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Wed 10:45 |
Fast structure learning with modular regularization Greg Ver Steeg · Hrayr Harutyunyan · Daniel Moyer · Aram Galstyan |
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Poster
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Tue 17:30 |
Global Convergence of Least Squares EM for Demixing Two Log-Concave Densities Wei Qian · Yuqian Zhang · Yudong Chen |
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Poster
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Wed 17:00 |
Scalable Deep Generative Relational Model with High-Order Node Dependence Xuhui Fan · Bin Li · Caoyuan Li · Scott SIsson · Ling Chen |
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Poster
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Tue 17:30 |
Poisson-Randomized Gamma Dynamical Systems Aaron Schein · Scott Linderman · Mingyuan Zhou · David Blei · Hanna Wallach |
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Poster
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Wed 10:45 |
Bayesian Learning of Sum-Product Networks Martin Trapp · Robert Peharz · Hong Ge · Franz Pernkopf · Zoubin Ghahramani |
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Poster
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Tue 17:30 |
Spatially Aggregated Gaussian Processes with Multivariate Areal Outputs Yusuke Tanaka · Toshiyuki Tanaka · Tomoharu Iwata · Takeshi Kurashima · Maya Okawa · Yasunori Akagi · Hiroyuki Toda |
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Poster
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Wed 10:45 |
Bayesian Joint Estimation of Multiple Graphical Models Lingrui Gan · Xinming Yang · Naveen Narisetty · Feng Liang |