Search All 2021 Events
  Search abstracts

Filter by Keyword:

45 Results

<<   <   Page 1 of 4   >   >>
Affinity Workshop
Mon 8:55 Computation of Discrete Flows Over Networks via Constrained Wasserstein Barycenters
Ferran Arque · Cesar Uribe
Spotlight
Wed 7:30 Bayesian Optimistic Optimisation with Exponentially Decaying Regret
Hung Tran-The · Sunil Gupta · Santu Rana · Svetha Venkatesh
Poster
Wed 9:00 Bayesian Optimistic Optimisation with Exponentially Decaying Regret
Hung Tran-The · Sunil Gupta · Santu Rana · Svetha Venkatesh
Spotlight
Wed 18:20 Gaussian Process-Based Real-Time Learning for Safety Critical Applications
Armin Lederer · Alejandro Ordóñez Conejo · Korbinian Maier · Wenxin Xiao · Jonas Umlauft · Sandra Hirche
Poster
Wed 21:00 Gaussian Process-Based Real-Time Learning for Safety Critical Applications
Armin Lederer · Alejandro Ordóñez Conejo · Korbinian Maier · Wenxin Xiao · Jonas Umlauft · Sandra Hirche
Oral
Thu 5:00 Tighter Bounds on the Log Marginal Likelihood of Gaussian Process Regression Using Conjugate Gradients
Artem Artemev · David Burt · Mark van der Wilk
Spotlight
Thu 5:20 Isometric Gaussian Process Latent Variable Model for Dissimilarity Data
Martin Jørgensen · Søren Hauberg
Spotlight
Thu 5:25 Variational Auto-Regressive Gaussian Processes for Continual Learning
Sanyam Kapoor · Theofanis Karaletsos · Thang Bui
Spotlight
Thu 5:30 Sparse within Sparse Gaussian Processes using Neighbor Information
Gia-Lac Tran · Dimitrios Milios · Pietro Michiardi · Maurizio Filippone
Spotlight
Thu 5:35 SigGPDE: Scaling Sparse Gaussian Processes on Sequential Data
Maud Lemercier · Cristopher Salvi · Thomas Cass · Edwin V Bonilla · Theo Damoulas · Terry Lyons
Spotlight
Thu 5:40 On Signal-to-Noise Ratio Issues in Variational Inference for Deep Gaussian Processes
Tim G. J. Rudner · Oscar Key · Yarin Gal · Tom Rainforth
Spotlight
Thu 5:45 Scalable Variational Gaussian Processes via Harmonic Kernel Decomposition
Shengyang Sun · Jiaxin Shi · Andrew Wilson · Roger Grosse