Statistics Seminar: Vecchia Approximated Bayesian Heteroskedastic Gaussian Processes
Jack Baskin Engineering Baskin Engineering 1156 High Street, Santa CruzWeek of Events
Monday, September 28, 2026
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September 28, 2026ECE 290 Seminar: “Where The Semiconductor Industry Is Headed Over The Next 5, 10, 20 Years?”
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September 28, 2026Statistics Seminar: Vecchia Approximated Bayesian Heteroskedastic Gaussian Processes
ECE 290 Seminar: “Where The Semiconductor Industry Is Headed Over The Next 5, 10, 20 Years?”
Presented by: Dr. Victor Zhirnov, Product Ideation Head @ Applied Materials Description: “Information and Communication Technologies (ICT) are a primary engine of socioeconomic growth in the modern world. Electronic information processing and transmission are being further accelerated by the rapid advancement of Artificial Intelligence (AI). The adoption of AI continues to expand at an unprecedented pace, […]
Statistics Seminar: Vecchia Approximated Bayesian Heteroskedastic Gaussian Processes
Presenter: Parul Patil, Postdoctoral Researcher, UC Santa Cruz Description: Many computer simulations are stochastic and exhibit input dependent noise. In such situations, heteroskedastic Gaussian processes (hetGPs) make ideal surrogates as they estimate a latent, non-constant variance. However, existing hetGP implementations are unable to deal with large simulation campaigns and use point-estimates for all unknown quantities, […]
Tuesday, September 29, 2026
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Wednesday, September 30, 2026
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Thursday, October 1, 2026
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Friday, October 2, 2026
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Saturday, October 3, 2026
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Sunday, October 4, 2026
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