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The 2021 schedule is still incomplete
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Oral
Thu Jul 22 05:00 AM -- 05:20 AM (PDT)
Tighter Bounds on the Log Marginal Likelihood of Gaussian Process Regression Using Conjugate Gradients
In Gaussian Processes 1
Artem Artemev · David Burt · Mark van der Wilk
[ Paper ]
Spotlight
Thu Jul 22 05:20 AM -- 05:25 AM (PDT)
Isometric Gaussian Process Latent Variable Model for Dissimilarity Data
In Gaussian Processes 1
Martin Jørgensen · Søren Hauberg
[ Paper ]
Spotlight
Thu Jul 22 05:25 AM -- 05:30 AM (PDT)
Variational Auto-Regressive Gaussian Processes for Continual Learning
In Gaussian Processes 1
Sanyam Kapoor · Theofanis Karaletsos · Thang Bui
[ Paper ]
Spotlight
Thu Jul 22 05:30 AM -- 05:35 AM (PDT)
Sparse within Sparse Gaussian Processes using Neighbor Information
In Gaussian Processes 1
Gia-Lac Tran · Dimitrios Milios · Pietro Michiardi · Maurizio Filippone
[ Paper ]
Spotlight
Thu Jul 22 05:35 AM -- 05:40 AM (PDT)
SigGPDE: Scaling Sparse Gaussian Processes on Sequential Data
In Gaussian Processes 1
Maud Lemercier · Cristopher Salvi · Thomas Cass · Edwin V Bonilla · Theodoros Damoulas · Terry Lyons
[ Paper ]
Spotlight
Thu Jul 22 05:40 AM -- 05:45 AM (PDT)
On Signal-to-Noise Ratio Issues in Variational Inference for Deep Gaussian Processes
In Gaussian Processes 1
Tim G. J. Rudner · Oscar Key · Yarin Gal · Tom Rainforth
[ Paper ]
Spotlight
Thu Jul 22 05:45 AM -- 05:50 AM (PDT)
Scalable Variational Gaussian Processes via Harmonic Kernel Decomposition
In Gaussian Processes 1
Shengyang Sun · Jiaxin Shi · Andrew Wilson · Roger Grosse
[ Paper ]
Q&A
Thu Jul 22 05:50 AM -- 05:55 AM (PDT)
Q&A
In Gaussian Processes 1