Skip to yearly menu bar Skip to main content


(7 events)   Timezone:  
Show all
Toggle Poster Visibility
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #146
Implicit Posterior Variational Inference for Deep Gaussian Processes
In Probabilistic Methods -- Gaussian Processes
Haibin YU · Yizhou Chen · Bryan Kian Hsiang Low · Patrick Jaillet · Zhongxiang Dai
[ Paper]  [ Slides] 
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #147
Multivariate Sparse Coding of Nonstationary Covariances with Gaussian Processes
In Probabilistic Methods -- Gaussian Processes
Rui Li
[ Paper]  [ Poster] 
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #148
Nonparametric Regressive Point Processes Based on Conditional Gaussian Processes
In Probabilistic Methods -- Gaussian Processes
Siqi Liu · Milos Hauskrecht
[ Paper]  [ Poster] 
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #149
Offline Contextual Bayesian Optimization
In Probabilistic Methods -- Gaussian Processes
Ian Char · Youngseog Chung · Willie Neiswanger · Kirthevasan Kandasamy · Oak Nelson · Mark Boyer · Egemen Kolemen · Jeff Schneider
[ Paper]  [ Poster] 
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #150
Scalable Bayesian dynamic covariance modeling with variational Wishart and inverse Wishart processes
In Probabilistic Methods -- Gaussian Processes
Creighton Heaukulani · Mark van der Wilk
[ Paper]  [ Poster] 
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #151
Spatially Aggregated Gaussian Processes with Multivariate Areal Outputs
In Probabilistic Methods -- Gaussian Processes
Yusuke Tanaka · Toshiyuki Tanaka · Tomoharu Iwata · Takeshi Kurashima · Maya Okawa · Yasunori Akagi · Hiroyuki Toda
[ Paper]  [ Poster] 
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #152
Uniform Error Bounds for Gaussian Process Regression with Application to Safe Control
In Probabilistic Methods -- Gaussian Processes
Armin Lederer · Jonas Umlauft · Sandra Hirche
[ Paper]  [ Poster]