conf.directory

Bayesian Optimization

8 talks about Bayesian Optimization

Pathwise Conditioning and Non-Euclidean Gaussian Processes
01:06:57
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Pathwise Conditioning and Non-Euclidean Gaussian Processes

Alexander Terenin
Google Tech Talks
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February 10 2023
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Robust Design Discovery and Exploration in Bayesian Optimization
52:55
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Robust Design Discovery and Exploration in Bayesian Optimization

Ilija Bogunovic
Google Tech Talks
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October 21 2022
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Bayesian Optimization in the Wild: Risk-Averse Decisions and Budget Constraints
56:38
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Bayesian Optimization in the Wild: Risk-Averse Decisions and Budget Constraints

Anastasia Makarova
Google Tech Talks
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September 9 2022
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Deep Learning 2.0: How Bayesian Optimization May Power the Next Generation of DL by Frank Hutter
57:30
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Deep Learning 2.0: How Bayesian Optimization May Power the Next Generation of DL by Frank Hutter

Frank Hutter
Google Tech Talks
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July 12 2022
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Probabilistic Numerics — moving BayesOpt expertise to the inner loop by Philipp Hennig
59:09
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Probabilistic Numerics — moving BayesOpt expertise to the inner loop by Philipp Hennig

Philipp Hennig
Google Tech Talks
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February 14 2022
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Efficient Exploration in Bayesian Optimization – Optimism and Beyond by Andreas Krause
01:15:19
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Efficient Exploration in Bayesian Optimization – Optimism and Beyond by Andreas Krause

Andreas Krause
Google Tech Talks
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July 14 2021
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Grey-box Bayesian Optimization by Peter Frazier
01:17:30
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Grey-box Bayesian Optimization by Peter Frazier

Peter Frazier
Google Tech Talks
2,266 views
July 14 2021
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Non-Myopic Active Learning: A Reinforcement Learning Approac
01:11:46
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Non-Myopic Active Learning: A Reinforcement Learning Approac

Pascal Poupart
Google Tech Talks
5,184 views
March 30 2009
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