Multiscale Stochastic Representation in High-Dimensional Data Using Gaussian Processes with Implicit Diffusion Metrics

Charanraj Thimmisetty, Arman Khodabakhshnejad, Nima Jabbari, Fred Aminzadeh, Roger Ghanem, Kelly Rose, Jennifer R. Bauer, Corinne Disenhof. Multiscale Stochastic Representation in High-Dimensional Data Using Gaussian Processes with Implicit Diffusion Metrics. In Sai Ravela, Adrian Sandu, editors, Dynamic Data-Driven Environmental Systems Science - First International Conference, DyDESS 2014, Cambridge, MA, USA, November 5-7, 2014, Revised Selected Papers. Volume 8964 of Lecture Notes in Computer Science, pages 157-166, Springer, 2014. [doi]

Abstract

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