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Poster
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Thu 9:00
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Structured Recognition for Generative Models with Explaining Away
Changmin Yu · Hugo Soulat · Neil Burgess · Maneesh Sahani
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Poster
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Wed 14:00
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Learning the Structure of Large Networked Systems Obeying Conservation Laws
Anirudh Rayas · Rajasekhar Anguluri · Gautam Dasarathy
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Workshop
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antGLasso: An Efficient Tensor Graphical Lasso Algorithm
Bailey Andrew · David Westhead · Luisa Cutillo
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Poster
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Tue 14:00
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Joint Estimation and Inference for Data Integration Problems based on Multiple Multi-layered Gaussian Graphical Models
Subhabrata Majumdar · George Michailidis
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Workshop
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Fri 11:12
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Spatiotemporal modeling of European paleoclimate using doubly sparse Gaussian processes
Seth Axen
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Workshop
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Fri 11:06
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Statistical Downscaling of Sea Surface Temperature Projections with a Multivariate Gaussian Process Model
Ayesha Ekanayaka
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Workshop
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Sat 8:00
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Q&A Causal and graphical models for continuous-time event data
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Workshop
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Bayesian Sequential Experimental Design for a Partially Linear Model with a Gaussian Process Prior
Shunsuke Horii
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Workshop
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Towards a non-Gaussian Generative Model of large-scale Reionization Maps
Yu-Heng Lin · Sultan Hassan · Bruno Régaldo-Saint Blancard · Michael Eickenberg · Chirag Modi
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Poster
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Tue 14:00
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Independence Testing for Bounded Degree Bayesian Networks
Arnab Bhattacharyya · Clément L Canonne · Qiping Yang
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Workshop
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Fri 7:00
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Gaussian Processes, Spatiotemporal Modeling, and Decision-making Systems
Alexander Terenin · Elizaveta Semenova · Geoff Pleiss · Zi Wang
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Poster
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Thu 14:00
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Independence Testing-Based Approach to Causal Discovery under Measurement Error and Linear Non-Gaussian Models
Haoyue Dai · Peter Spirtes · Kun Zhang
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