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Poster
Thu 11:00 Principled Bayesian Optimization in Collaboration with Human Experts
Wenjie Xu · Masaki Adachi · Colin Jones · Michael A Osborne
Workshop
TR-BEACON: Shedding Light on Efficient Behavior Discovery in High-Dimensional Spaces with Bayesian Novelty Search over Trust Regions
Wei-Ting Tang · Ankush Chakrabarty · Joel Paulson
Workshop
Inverse-Free Sparse Variational Gaussian Processes
Stefano Cortinovis · Stefanos Eleftheriadis · Laurence Aitchison · James Hensman · Mark van der Wilk
Workshop
Bayesian Optimization for Protein Sequence Design: Back to Simplicity with Gaussian Processes
Carolin Benjamins · Shikha Surana · Oliver Bent · Marius Lindauer · Paul Duckworth
Workshop
Mode Collapse in Variational Deep Gaussian Processes
Francisco Sáez-Maldonado · Juan Maroñas · Daniel Hernández-Lobato
Poster
Wed 16:30 Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems
Amber Hu · David Zoltowski · Aditya Nair · David Anderson · Lea Duncker · Scott Linderman
Workshop
Hi-fi functional priors by learning activations
Marcin Sendera · Amin Sorkhei · Tomasz Kuśmierczyk
Poster
Wed 16:30 Safe Time-Varying Optimization based on Gaussian Processes with Spatio-Temporal Kernel
Jialin Li · Marta Zagorowska · Giulia De Pasquale · Alisa Rupenyan · John Lygeros
Workshop
"How Big is Big Enough?'' Adjusting Model Size in Continual Gaussian Processes
Guiomar Pescador-Barrios · Sarah Filippi · Mark van der Wilk
Workshop
Bayesian Optimisation for Protein Sequence Design: Gaussian Processes with Zero-Shot Protein Language Model Prior Mean
Carolin Benjamins · Shikha Surana · Oliver Bent · Marius Lindauer · Paul Duckworth
Competition
Sat 13:50 #1st Place- MMGP: a Mesh Morphing Gaussian Process-based machine learning method for regression of physical problems under non-parameterized geometrical variability
Fabien Casenave
Workshop
Efficient Bayesian Additive Regression Models For Microbiome and Gene Expression Studies
Tinghua Chen · Michelle Nixon · Justin Silverman