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Gaussian Process Seminar Series
Schedule
Uncertain Surface Reconstruction
Silvia Sellán · University of Toronto
2023-05-08 · 16:00 UTC
Video
Abstract
ML-guided nanobody design targeting COVID-19
Zelda Mariet · Google Brain
2023-04-24 · 16:00 UTC
Video
Abstract
Multi-fidelity Scientific Discovery and Design
Diana Cai · Princeton University
2023-04-17 · 16:00 UTC
Video
Abstract
Gaussian processes at the Helm(holtz)
David R. Burt · MIT
2023-04-03 · 16:00 UTC
Video
Abstract
Kernel Regression with Infinite-Width Neural Networks on Millions of Examples
Ben Adlam · Google Brain
2023-03-27 · 16:00 UTC
Video
Abstract
Satellite imagery, machine learning, and geospatial modeling: Challenges and opportunities
Esther Rolf · Harvard University
2023-03-20 · 16:00 UTC
Video
Abstract
Scalable Deep Bayesian optimization over Structured Inputs
Jacob R. Gardner · University of Pennsylvania
2023-03-13 · 16:00 UTC
Video
Abstract
Building neural networks that know what they don’t know
Balaji Lakshminarayanan · Google Brain
2022-05-09 · 16:00 UTC
Video
Abstract
Bayesian Optimisation for Neural Architecture Search
Binxin (Robin) Ru · University of Oxford
2022-05-02 · 16:00 UTC
Video
Abstract
Automated augmented conjugate inference for Gaussian processes and a Julia perspective on Gaussian Processes
Théo Galy-Fajou · Technische Universität Berlin
2022-04-25 · 16:00 UTC
Video
Abstract
Paper
Dual Parameterization of Sparse Variational Gaussian Processes
Vincent Adam · University Pompeu Fabra
2022-04-11 · 16:00 UTC
Video
Abstract
Paper
Structured Inter-domain Inducing Points for Variational Gaussian Processes
Shengyang Sun · University of Toronto
2022-04-04 · 16:00 UTC
Video
Abstract
Spatial and spatio-temporal models in the time of COVID-19
Marta Blangiardo · Imperial College London
2022-03-28 · 16:00 UTC
Video
Abstract
Spherical Gaussian Processes
James Hensman · Amazon
2022-03-21 · 16:00 UTC
Video
Abstract
Paper
Fast Discovery of Pairwise Interactions in High Dimensions using Gaussian Processes
Tamara Broderick · MIT
2022-03-14 · 16:00 UTC
Video
Abstract
Paper