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Workshop
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Fri 11:12
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Spatiotemporal modeling of European paleoclimate using doubly sparse Gaussian processes
Seth Axen
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Workshop
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Fri 11:06
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Statistical Downscaling of Sea Surface Temperature Projections with a Multivariate Gaussian Process Model
Ayesha Ekanayaka
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Workshop
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Bayesian Sequential Experimental Design for a Partially Linear Model with a Gaussian Process Prior
Shunsuke Horii
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Workshop
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Towards a non-Gaussian Generative Model of large-scale Reionization Maps
Yu-Heng Lin · Sultan Hassan · Bruno Régaldo-Saint Blancard · Michael Eickenberg · Chirag Modi
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Workshop
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Fri 7:00
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Gaussian Processes, Spatiotemporal Modeling, and Decision-making Systems
Alexander Terenin · Elizaveta Semenova · Geoff Pleiss · Zi Wang
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Poster
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Thu 14:00
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Independence Testing-Based Approach to Causal Discovery under Measurement Error and Linear Non-Gaussian Models
Haoyue Dai · Peter Spirtes · Kun Zhang
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Workshop
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Spatiotemporal modeling of European paleoclimate using doubly sparse Gaussian processes
Seth Axen · Alexandra Gessner · Christian Sommer · Nils Weitzel · Álvaro Tejero-Cantero
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Workshop
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Fri 9:45
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Gaussian Processes at the Helm(holtz): A Better Way to Model Ocean Currents
Renato Berlinghieri
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Workshop
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Posterior Consistency for Gaussian Process Surrogate Models with Generalized Observations
Rujian Chen · John Fisher III
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Poster
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Thu 14:00
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Generalization for multiclass classification with overparameterized linear models
Vignesh Subramanian · Rahul Arya · Anant Sahai
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Poster
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Tue 14:00
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Gaussian Copula Embeddings
Chien Lu · Jaakko Peltonen
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Poster
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Tue 9:00
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Triangulation candidates for Bayesian optimization
Robert Gramacy · Annie Sauer · Nathan Wycoff
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