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34 Results
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Poster
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Wed 17:00 |
ODE2VAE: Deep generative second order ODEs with Bayesian neural networks Cagatay Yildiz · Markus Heinonen · Harri Lahdesmaki |
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Poster
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Wed 10:45 |
Precision-Recall Balanced Topic Modelling Seppo Virtanen · Mark Girolami |
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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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Tue 17:30 |
Triad Constraints for Learning Causal Structure of Latent Variables Ruichu Cai · Feng Xie · Clark Glymour · Zhifeng Hao · Kun Zhang |
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Poster
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Tue 10:45 |
Re-examination of the Role of Latent Variables in Sequence Modeling Guokun Lai · Zihang Dai · Yiming Yang · Shinjae Yoo |
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Poster
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Wed 17:00 |
Tensor Monte Carlo: Particle Methods for the GPU era Laurence Aitchison |
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Poster
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Wed 17:00 |
Amortized Bethe Free Energy Minimization for Learning MRFs Sam Wiseman · Yoon Kim |
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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 |
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 |
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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Wed 17:00 |
Scalable Deep Generative Relational Model with High-Order Node Dependence Xuhui Fan · Bin Li · Caoyuan Li · Scott SIsson · Ling Chen |