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Poster
Tue 8:30 A Kernel-based Test of Independence for Cluster-correlated Data
Hongjiao Liu · Anna Plantinga · Yunhua Xiang · Michael Wu
Poster
Wed 16:30 Skyformer: Remodel Self-Attention with Gaussian Kernel and Nystr\"om Method
Yifan Chen · Qi Zeng · Heng Ji · Yun Yang
Workshop
A General Method for Calibrating Stochastic Radio Channel Models with Kernels
Ayush Bharti · Francois-Xavier Briol
Poster
Fri 8:30 Dynamic Causal Bayesian Optimization
Virginia Aglietti · Neil Dhir · Javier Gonz├ílez · Theodoros Damoulas
Poster
Tue 8:30 Black Box Probabilistic Numerics
Onur Teymur · Christopher Foley · Philip Breen · Toni Karvonen · Chris Oates
Poster
Tue 8:30 A Domain-Shrinking based Bayesian Optimization Algorithm with Order-Optimal Regret Performance
Sudeep Salgia · Sattar Vakili · Qing Zhao
Poster
Thu 0:30 Scalable Bayesian GPFA with automatic relevance determination and discrete noise models
Kristopher Jensen · Ta-Chu Kao · Jasmine Stone · Guillaume Hennequin
Poster
Thu 16:30 Fast Bayesian Inference for Gaussian Cox Processes via Path Integral Formulation
Hideaki Kim
Poster
Fri 8:30 Dual Parameterization of Sparse Variational Gaussian Processes
Vincent ADAM · Paul Chang · Mohammad Emtiyaz Khan · Arno Solin
Poster
Tue 8:30 Deconditional Downscaling with Gaussian Processes
Siu Lun Chau · Shahine Bouabid · Dino Sejdinovic
Poster
Tue 8:30 A variational approximate posterior for the deep Wishart process
Sebastian Ober · Laurence Aitchison
Poster
Tue 8:30 Spatio-Temporal Variational Gaussian Processes
Oliver Hamelijnck · William Wilkinson · Niki Loppi · Arno Solin · Theodoros Damoulas