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93 Results
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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 |
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Poster
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Wed 14:00 |
Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations Andreas Besginow · Markus Lange-Hegermann |
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Poster
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Joint Entropy Search for Multi-Objective Bayesian Optimization Ben Tu · Axel Gandy · Nikolas Kantas · Behrang Shafei |
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Affinity Workshop
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Multi-objective Bayesian Optimization with Heuristic Objectives for Biomedical and Molecular Data Analysis Workflows Alina Selega · Kieran Campbell |
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Poster
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Tue 14:00 |
Active Bayesian Causal Inference Christian Toth · Lars Lorch · Christian Knoll · Andreas Krause · Franz Pernkopf · Robert Peharz · Julius von Kügelgen |