Matches in SemOpenAlex for { <https://semopenalex.org/work/W4286971331> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W4286971331 abstract "Predictive equivalence in discrete stochastic processes have been applied with great success to identify randomness and structure in statistical physics and chaotic dynamical systems and to inferring hidden Markov models. We examine the conditions under which they can be reliably reconstructed from time-series data, showing that convergence of predictive states can be achieved from empirical samples in the weak topology of measures. Moreover, predictive states may be represented in Hilbert spaces that replicate the weak topology. We mathematically explain how these representations are particularly beneficial when reconstructing high-memory processes and connect them to reproducing kernel Hilbert spaces." @default.
- W4286971331 created "2022-07-25" @default.
- W4286971331 creator A5047565816 @default.
- W4286971331 creator A5052020567 @default.
- W4286971331 date "2021-09-19" @default.
- W4286971331 modified "2023-09-27" @default.
- W4286971331 title "Topology, Convergence, and Reconstruction of Predictive States" @default.
- W4286971331 doi "https://doi.org/10.48550/arxiv.2109.09203" @default.
- W4286971331 hasPublicationYear "2021" @default.
- W4286971331 type Work @default.
- W4286971331 citedByCount "0" @default.
- W4286971331 crossrefType "posted-content" @default.
- W4286971331 hasAuthorship W4286971331A5047565816 @default.
- W4286971331 hasAuthorship W4286971331A5052020567 @default.
- W4286971331 hasBestOaLocation W42869713311 @default.
- W4286971331 hasConcept C105795698 @default.
- W4286971331 hasConcept C11413529 @default.
- W4286971331 hasConcept C114614502 @default.
- W4286971331 hasConcept C118615104 @default.
- W4286971331 hasConcept C125112378 @default.
- W4286971331 hasConcept C143724316 @default.
- W4286971331 hasConcept C151730666 @default.
- W4286971331 hasConcept C154945302 @default.
- W4286971331 hasConcept C162324750 @default.
- W4286971331 hasConcept C184720557 @default.
- W4286971331 hasConcept C197640229 @default.
- W4286971331 hasConcept C202444582 @default.
- W4286971331 hasConcept C23224414 @default.
- W4286971331 hasConcept C2777052490 @default.
- W4286971331 hasConcept C2777303404 @default.
- W4286971331 hasConcept C33923547 @default.
- W4286971331 hasConcept C38652104 @default.
- W4286971331 hasConcept C41008148 @default.
- W4286971331 hasConcept C50522688 @default.
- W4286971331 hasConcept C57945734 @default.
- W4286971331 hasConcept C62799726 @default.
- W4286971331 hasConcept C74193536 @default.
- W4286971331 hasConcept C76178495 @default.
- W4286971331 hasConcept C80444323 @default.
- W4286971331 hasConcept C86803240 @default.
- W4286971331 hasConceptScore W4286971331C105795698 @default.
- W4286971331 hasConceptScore W4286971331C11413529 @default.
- W4286971331 hasConceptScore W4286971331C114614502 @default.
- W4286971331 hasConceptScore W4286971331C118615104 @default.
- W4286971331 hasConceptScore W4286971331C125112378 @default.
- W4286971331 hasConceptScore W4286971331C143724316 @default.
- W4286971331 hasConceptScore W4286971331C151730666 @default.
- W4286971331 hasConceptScore W4286971331C154945302 @default.
- W4286971331 hasConceptScore W4286971331C162324750 @default.
- W4286971331 hasConceptScore W4286971331C184720557 @default.
- W4286971331 hasConceptScore W4286971331C197640229 @default.
- W4286971331 hasConceptScore W4286971331C202444582 @default.
- W4286971331 hasConceptScore W4286971331C23224414 @default.
- W4286971331 hasConceptScore W4286971331C2777052490 @default.
- W4286971331 hasConceptScore W4286971331C2777303404 @default.
- W4286971331 hasConceptScore W4286971331C33923547 @default.
- W4286971331 hasConceptScore W4286971331C38652104 @default.
- W4286971331 hasConceptScore W4286971331C41008148 @default.
- W4286971331 hasConceptScore W4286971331C50522688 @default.
- W4286971331 hasConceptScore W4286971331C57945734 @default.
- W4286971331 hasConceptScore W4286971331C62799726 @default.
- W4286971331 hasConceptScore W4286971331C74193536 @default.
- W4286971331 hasConceptScore W4286971331C76178495 @default.
- W4286971331 hasConceptScore W4286971331C80444323 @default.
- W4286971331 hasConceptScore W4286971331C86803240 @default.
- W4286971331 hasLocation W42869713311 @default.
- W4286971331 hasOpenAccess W4286971331 @default.
- W4286971331 hasPrimaryLocation W42869713311 @default.
- W4286971331 hasRelatedWork W1546948180 @default.
- W4286971331 hasRelatedWork W2046514197 @default.
- W4286971331 hasRelatedWork W2129525968 @default.
- W4286971331 hasRelatedWork W2371369441 @default.
- W4286971331 hasRelatedWork W2387908448 @default.
- W4286971331 hasRelatedWork W2772778606 @default.
- W4286971331 hasRelatedWork W2897002350 @default.
- W4286971331 hasRelatedWork W2979660668 @default.
- W4286971331 hasRelatedWork W4224457755 @default.
- W4286971331 hasRelatedWork W4318719679 @default.
- W4286971331 isParatext "false" @default.
- W4286971331 isRetracted "false" @default.
- W4286971331 workType "article" @default.