Skip to yearly menu bar Skip to main content


(10 events)   Timezone:  
Show all
Toggle Poster Visibility
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #164
Approximate Inference Turns Deep Networks into Gaussian Processes
In Probabilistic Methods -- Variational Inference
Mohammad Emtiyaz Khan · Alexander Immer · Ehsan Abedi · Maciej Korzepa
[ Paper]  [ Poster] 
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #165
Copula-like Variational Inference
In Probabilistic Methods -- Variational Inference
Marcel Hirt · Petros Dellaportas · Alain Durmus
[ Paper]  [ Poster] 
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #166
Divide and Couple: Using Monte Carlo Variational Objectives for Posterior Approximation
In Probabilistic Methods -- Variational Inference
Justin Domke · Daniel Sheldon
[ Paper]  [ Poster] 
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #167
Importance Weighted Hierarchical Variational Inference
In Probabilistic Methods -- Variational Inference
Artem Sobolev · Dmitry Vetrov
[ Paper]  [ Poster]  [ Slides] 
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #168
Practical Deep Learning with Bayesian Principles
In Probabilistic Methods -- Variational Inference
Kazuki Osawa · Siddharth Swaroop · Mohammad Emtiyaz Khan · Anirudh Jain · Runa Eschenhagen · Richard Turner · Rio Yokota
[ Paper]  [ Poster] 
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #169
Scalable Structure Learning of Continuous-Time Bayesian Networks from Incomplete Data
In Probabilistic Methods -- Variational Inference
Dominik Linzner · Michael Schmidt · Heinz Koeppl
[ Paper]  [ Poster] 
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #170
Universal Boosting Variational Inference
In Probabilistic Methods -- Variational Inference
Trevor Campbell · Xinglong Li
[ Paper]  [ Poster] 
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #171
Variational Bayes under Model Misspecification
In Probabilistic Methods -- Variational Inference
Yixin Wang · David Blei
[ Paper]  [ Slides] 
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #172
Variational Bayesian Decision-making for Continuous Utilities
In Probabilistic Methods -- Variational Inference
Tomasz Kuśmierczyk · Joseph Sakaya · Arto Klami
[ Paper]  [ Poster] 
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #173
Variational Bayesian Optimal Experimental Design
In Probabilistic Methods -- Variational Inference
Adam Foster · Martin Jankowiak · Elias Bingham · Paul Horsfall · Yee Whye Teh · Thomas Rainforth · Noah Goodman
[ Paper]  [ Poster]