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Poster
Tue 1:00 Large-width functional asymptotics for deep Gaussian neural networks
Daniele Bracale · Stefano Favaro · Sandra Fortini · Stefano Peluchetti
Poster
Tue 1:00 Activation-level uncertainty in deep neural networks
Pablo Morales-Alvarez · Daniel Hernández-Lobato · Rafael Molina · José Miguel Hernández Lobato
Poster
Tue 17:00 Diverse Video Generation using a Gaussian Process Trigger
Gaurav Shrivastava · Abhinav Shrivastava
Poster
Wed 9:00 Exploring the Uncertainty Properties of Neural Networks’ Implicit Priors in the Infinite-Width Limit
Ben Adlam · Jaehoon Lee · Lechao Xiao · Jeffrey Pennington · Jasper Snoek
Poster
Wed 9:00 Probabilistic Numeric Convolutional Neural Networks
Marc Finzi · Roberto Bondesan · Max Welling
Poster
Thu 9:00 Bayesian Few-Shot Classification with One-vs-Each Pólya-Gamma Augmented Gaussian Processes
Jake Snell · Richard Zemel
Poster
Thu 17:00 The Recurrent Neural Tangent Kernel
Sina Alemohammad · Jack Wang · Randall Balestriero · Richard Baraniuk