Presented by: Kaushik Rajashekara, Hugh Roy and Lillie Cranz Cullen Distinguished University Professor @ University of Houston Description: “Autonomous electric vehicles (AEVs) are at the forefront of modern transportation, merging automation […]
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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, […] |
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