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Oral
Tue Dec 10 04:10 PM -- 04:25 PM (PST) @ West Ballroom C
Scalable Bayesian inference of dendritic voltage via spatiotemporal recurrent state space models
Ruoxi Sun · Ian Kinsella · Scott Linderman · Liam Paninski
Spotlight
Tue Dec 10 04:25 PM -- 04:30 PM (PST) @ West Ballroom C
Scalable Global Optimization via Local Bayesian Optimization
David Eriksson · Michael Pearce · Jacob Gardner · Ryan Turner · Matthias Poloczek
Spotlight
Tue Dec 10 04:30 PM -- 04:35 PM (PST) @ West Ballroom C
Uncertainty on Asynchronous Time Event Prediction
Marin BiloŇ° · Bertrand Charpentier · Stephan G√ľnnemann
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Tue Dec 10 04:35 PM -- 04:40 PM (PST) @ West Ballroom C
Bayesian Optimization under Heavy-tailed Payoffs
Sayak Ray Chowdhury · Aditya Gopalan
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Tue Dec 10 04:40 PM -- 04:45 PM (PST) @ West Ballroom C
Variational Bayesian Optimal Experimental Design
Adam Foster · Martin Jankowiak · Elias Bingham · Paul Horsfall · Yee Whye Teh · Thomas Rainforth · Noah Goodman
Spotlight
Tue Dec 10 04:45 PM -- 04:50 PM (PST) @ West Ballroom C
Implicit Posterior Variational Inference for Deep Gaussian Processes
Haibin YU · Yizhou Chen · Bryan Kian Hsiang Low · Patrick Jaillet · Zhongxiang Dai
Oral
Tue Dec 10 04:50 PM -- 05:05 PM (PST) @ West Ballroom C
Parameter elimination in particle Gibbs sampling
Anna Wigren · Riccardo Sven Risuleo · Lawrence Murray · Fredrik Lindsten
Spotlight
Tue Dec 10 05:05 PM -- 05:10 PM (PST) @ West Ballroom C
Divide and Couple: Using Monte Carlo Variational Objectives for Posterior Approximation
Justin Domke · Daniel Sheldon
Spotlight
Tue Dec 10 05:10 PM -- 05:15 PM (PST) @ West Ballroom C
The Randomized Midpoint Method for Log-Concave Sampling
Ruoqi Shen · Yin Tat Lee
Spotlight
Tue Dec 10 05:15 PM -- 05:20 PM (PST) @ West Ballroom C
Poisson-Minibatching for Gibbs Sampling with Convergence Rate Guarantees
Ruqi Zhang · Christopher De Sa
Spotlight
Tue Dec 10 05:20 PM -- 05:25 PM (PST) @ West Ballroom C
Stochastic Proximal Langevin Algorithm: Potential Splitting and Nonasymptotic Rates
Adil SALIM · Dmitry Koralev · Peter Richtarik
Spotlight
Tue Dec 10 05:25 PM -- 05:30 PM (PST) @ West Ballroom C
Stochastic Runge-Kutta Accelerates Langevin Monte Carlo and Beyond
Xuechen Li · Yi Wu · Lester Mackey · Murat Erdogdu