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690 Results
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Poster
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Thu 9:00 |
Sparse Gaussian Process Hyperparameters: Optimize or Integrate? Vidhi Lalchand · Wessel Bruinsma · David Burt · Carl Edward Rasmussen |
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Poster
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Tue 9:00 |
Generalized Variational Inference in Function Spaces: Gaussian Measures meet Bayesian Deep Learning Veit David Wild · Robert Hu · Dino Sejdinovic |
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Workshop
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Spatio-Temporal Weathering Predictions in the Sparse Data Regime with Gaussian Processes Giovanni De Felice · Vladimir Gusev · John Goulermas · Michael Gaultois · Matthew Rosseinsky · Catherine Gauvin |
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Workshop
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Gaussian Process Thompson sampling for Bayesian optimization of dynamic masking-based language model pre-training Iñigo Urteaga · Moulay Zaidane Draidia · Tomer Lancewicki · Shahram Khadivi |
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Poster
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Wed 14:00 |
Posterior and Computational Uncertainty in Gaussian Processes Jonathan Wenger · Geoff Pleiss · Marvin Pförtner · Philipp Hennig · John Cunningham |
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Poster
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Wed 14:00 |
Log-Linear-Time Gaussian Processes Using Binary Tree Kernels Michael K. Cohen · Samuel Daulton · Michael A Osborne |
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Poster
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Tue 14:00 |
Fast Bayesian Estimation of Point Process Intensity as Function of Covariates Hideaki Kim · Taichi Asami · Hiroyuki Toda |
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Poster
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Tue 14:00 |
Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination Masaki Adachi · Satoshi Hayakawa · Martin Jørgensen · Harald Oberhauser · Michael A Osborne |
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Workshop
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GAUCHE: A Library for Gaussian Processes in Chemistry Ryan-Rhys Griffiths · Leo Klarner · Henry Moss · Aditya Ravuri · Sang Truong · Bojana Rankovic · Yuanqi Du · Arian Jamasb · Julius Schwartz · Austin Tripp · Gregory Kell · Anthony Bourached · Alex Chan · Jacob Moss · Chengzhi Guo · Alpha Lee · Philippe Schwaller · Jian Tang |
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Poster
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Thu 14:00 |
Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces Leonard Papenmeier · Luigi Nardi · Matthias Poloczek |
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Workshop
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Meta-learning Adaptive Deep Kernel Gaussian Processes for Molecular Property Prediction Wenlin Chen · Austin Tripp · José Miguel Hernández-Lobato |
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Poster
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Wed 14:00 |
High-dimensional Additive Gaussian Processes under Monotonicity Constraints Andrés López-Lopera · Francois Bachoc · Olivier Roustant |