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Poster
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Wed 10:45
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Combining Generative and Discriminative Models for Hybrid Inference
Victor Garcia Satorras · Zeynep Akata · Max Welling
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Poster
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Wed 10:45
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Coordinated hippocampal-entorhinal replay as structural inference
Talfan Evans · Neil Burgess
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Poster
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Wed 10:45
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Fast Convergence of Belief Propagation to Global Optima: Beyond Correlation Decay
Frederic Koehler
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Poster
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Wed 10:45
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Counting the Optimal Solutions in Graphical Models
Radu Marinescu · Rina Dechter
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Poster
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Wed 17:00
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Amortized Bethe Free Energy Minimization for Learning MRFs
Sam Wiseman · Yoon Kim
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Poster
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Thu 10:45
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The spiked matrix model with generative priors
Benjamin Aubin · Bruno Loureiro · Antoine Maillard · Florent Krzakala · Lenka Zdeborová
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Poster
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Tue 10:45
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Sampling Networks and Aggregate Simulation for Online POMDP Planning
Hao(Jackson) Cui · Roni Khardon
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Poster
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Tue 17:30
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Identifying Causal Effects via Context-specific Independence Relations
Santtu Tikka · Antti Hyttinen · Juha Karvanen
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Workshop
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Sat 8:40
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Jan-Willem van de Meent - Compositional Methods for Learning and Inference in Deep Probabilistic Programs
Jan-Willem van de Meent
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Poster
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Wed 17:00
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Provable Gradient Variance Guarantees for Black-Box Variational Inference
Justin Domke
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Poster
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Wed 17:00
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Band-Limited Gaussian Processes: The Sinc Kernel
Felipe Tobar
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Poster
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Thu 10:45
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Meta Architecture Search
Albert Shaw · Wei Wei · Weiyang Liu · Le Song · Bo Dai
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