dc.creator | Pulido, Manuel Arturo | |
dc.creator | van Leeuwen, Peter Jan | |
dc.creator | Posselt, Derek | |
dc.date.accessioned | 2021-07-06T12:29:14Z | |
dc.date.accessioned | 2022-10-15T07:49:42Z | |
dc.date.available | 2021-07-06T12:29:14Z | |
dc.date.available | 2022-10-15T07:49:42Z | |
dc.date.created | 2021-07-06T12:29:14Z | |
dc.date.issued | 2019 | |
dc.identifier | Kernel Embedded Nonlinear Observational Mappings in the Variational Mapping Particle Filter; 19th International Conference on Computational Science; Faro; Portugal; 2019; 133-133 | |
dc.identifier | 978-3-030-22747-0 | |
dc.identifier | http://hdl.handle.net/11336/135543 | |
dc.identifier | CONICET Digital | |
dc.identifier | CONICET | |
dc.identifier.uri | https://repositorioslatinoamericanos.uchile.cl/handle/2250/4362311 | |
dc.description.abstract | Recently, some works have suggested methods to combine variational probabilistic inference with Monte Carlo sampling. One promising approach is via local optimal transport. In this approach, a gradient steepest descent method based on local optimal transport principles is formulated to transform deterministically point samples from an intermediate density to a posterior density. The local mappings that transform the intermediate densities are embedded in a reproducing kernel Hilbert space (RKHS). | |
dc.language | eng | |
dc.publisher | Springer | |
dc.relation | info:eu-repo/semantics/altIdentifier/url/https://link.springer.com/chapter/10.1007/978-3-030-22747-0_11 | |
dc.relation | info:eu-repo/semantics/altIdentifier/doi/https://doi.org/10.1007/978-3-030-22747-0_11 | |
dc.rights | https://creativecommons.org/licenses/by-nc-sa/2.5/ar/ | |
dc.rights | info:eu-repo/semantics/restrictedAccess | |
dc.source | Computational Science: ICCS 2019 | |
dc.subject | SVM | |
dc.subject | KERNEL EMBDEDING | |
dc.subject | SEQUENTIAL MONTE CARLO | |
dc.title | Kernel Embedded Nonlinear Observational Mappings in the Variational Mapping Particle Filter | |
dc.type | info:eu-repo/semantics/publishedVersion | |
dc.type | info:eu-repo/semantics/conferenceObject | |
dc.type | info:ar-repo/semantics/documento de conferencia | |