Uncertain Surface Reconstruction

Silvia Sellán · University of Toronto

ML-guided nanobody design targeting COVID-19

Zelda Mariet · Google Brain

Multi-fidelity Scientific Discovery and Design

Diana Cai · Princeton University

Gaussian processes at the Helm(holtz)

David R. Burt · MIT

Kernel Regression with Infinite-Width Neural Networks on Millions of Examples

Ben Adlam · Google Brain

Satellite imagery, machine learning, and geospatial modeling: Challenges and opportunities

Esther Rolf · Harvard University

Scalable Deep Bayesian optimization over Structured Inputs

Jacob R. Gardner · University of Pennsylvania

Building neural networks that know what they don’t know

Balaji Lakshminarayanan · Google Brain

Bayesian Optimisation for Neural Architecture Search

Binxin (Robin) Ru · University of Oxford

Automated augmented conjugate inference for Gaussian processes and a Julia perspective on Gaussian Processes

Théo Galy-Fajou · Technische Universität Berlin