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39 Results
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Poster
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Mon 18:30 |
Cross-Spectral Factor Analysis Neil Gallagher · Kyle Ulrich · Austin Talbot · Kafui Dzirasa · Lawrence Carin · David Carlson |
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Poster
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Tue 18:30 |
Linearly constrained Gaussian processes Carl Jidling · Niklas Wahlström · Adrian Wills · Thomas Schön |
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Poster
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Wed 18:30 |
Deep Multi-task Gaussian Processes for Survival Analysis with Competing Risks Ahmed M. Alaa · Mihaela van der Schaar |
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Poster
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Wed 18:30 |
Reliable Decision Support using Counterfactual Models Peter Schulam · Suchi Saria |
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Poster
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Wed 18:30 |
Multiresolution Kernel Approximation for Gaussian Process Regression Yi Ding · Risi Kondor · Jonathan Eskreis-Winkler |
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Poster
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Mon 18:30 |
Learning from uncertain curves: The 2-Wasserstein metric for Gaussian processes Anton Mallasto · Aasa Feragen |
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Poster
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Tue 18:30 |
Non-Stationary Spectral Kernels Sami Remes · Markus Heinonen · Samuel Kaski |
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Poster
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Mon 18:30 |
Robust Hypothesis Test for Nonlinear Effect with Gaussian Processes Jeremiah Liu · Brent Coull |
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Poster
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Tue 18:30 |
Spectral Mixture Kernels for Multi-Output Gaussian Processes Gabriel Parra · Felipe Tobar |
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Poster
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Tue 18:30 |
Variational Inference for Gaussian Process Models with Linear Complexity Ching-An Cheng · Byron Boots |
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Poster
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Wed 18:30 |
Convolutional Gaussian Processes Mark van der Wilk · Carl Edward Rasmussen · James Hensman |
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Poster
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Mon 18:30 |
Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian Processes Ahmed M. Alaa · Mihaela van der Schaar |