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34 Results
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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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Wed 10:45 |
Bayesian Joint Estimation of Multiple Graphical Models Lingrui Gan · Xinming Yang · Naveen Narisetty · Feng Liang |
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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 |
Icebreaker: Element-wise Efficient Information Acquisition with a Bayesian Deep Latent Gaussian Model Wenbo Gong · Sebastian Tschiatschek · Sebastian Nowozin · Richard Turner · José Miguel Hernández-Lobato · Cheng Zhang |
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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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Wed 10:45 |
BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling Lars Maaløe · Marco Fraccaro · Valentin Liévin · Ole Winther |
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Poster
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Wed 17:00 |
Expressive power of tensor-network factorizations for probabilistic modeling Ivan Glasser · Ryan Sweke · Nicola Pancotti · Jens Eisert · Ignacio Cirac |
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Poster
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Wed 17:00 |
Semi-Implicit Graph Variational Auto-Encoders Arman Hasanzadeh · Ehsan Hajiramezanali · Krishna Narayanan · Nick Duffield · Mingyuan Zhou · Xiaoning Qian |
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Poster
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Wed 10:45 |
Scalable inference of topic evolution via models for latent geometric structures Mikhail Yurochkin · Zhiwei Fan · Aritra Guha · Paraschos Koutris · XuanLong Nguyen |
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Poster
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Tue 10:45 |
Characterization and Learning of Causal Graphs with Latent Variables from Soft Interventions Murat Kocaoglu · Amin Jaber · Karthikeyan Shanmugam · Elias Bareinboim |