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186 Results
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Poster
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Wed 17:00 |
Band-Limited Gaussian Processes: The Sinc Kernel Felipe Tobar |
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Poster
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Wed 17:00 |
Structured Variational Inference in Continuous Cox Process Models Virginia Aglietti · Edwin Bonilla · Theodoros Damoulas · Sally Cripps |
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Poster
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Tue 17:30 |
Multivariate Sparse Coding of Nonstationary Covariances with Gaussian Processes Rui Li |
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Poster
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Tue 17:30 |
Approximate Inference Turns Deep Networks into Gaussian Processes Mohammad Emtiyaz Khan · Alexander Immer · Ehsan Abedi · Maciej Korzepa |
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Poster
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Wed 17:00 |
Learning Hawkes Processes from a handful of events Farnood Salehi · William Trouleau · Matthias Grossglauser · Patrick Thiran |
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Poster
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Wed 10:45 |
The Functional Neural Process Christos Louizos · Xiahan Shi · Klamer Schutte · Max Welling |
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Poster
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Wed 17:00 |
Multi-task Learning for Aggregated Data using Gaussian Processes Fariba Yousefi · Michael T Smith · Mauricio Álvarez |
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Poster
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Tue 17:30 |
Bayesian Optimization under Heavy-tailed Payoffs Sayak Ray Chowdhury · Aditya Gopalan |
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Poster
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Tue 17:30 |
Nonparametric Regressive Point Processes Based on Conditional Gaussian Processes Siqi Liu · Milos Hauskrecht |
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Poster
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Thu 10:45 |
Practical Two-Step Lookahead Bayesian Optimization Jian Wu · Peter Frazier |
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Poster
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Tue 17:30 |
Uniform Error Bounds for Gaussian Process Regression with Application to Safe Control Armin Lederer · Jonas Umlauft · Sandra Hirche |
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Poster
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Wed 10:45 |
Accurate Uncertainty Estimation and Decomposition in Ensemble Learning Jeremiah Liu · John Paisley · Marianthi-Anna Kioumourtzoglou · Brent Coull |