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  container-title: The Annals of Applied Probability
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- id: BosqEstimation2002
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  container-title: Statistical Inference for Stochastic Processes
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    Estimation of Mean and Covariance Operator of Autoregressive Processes in
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- id: BrutiLiberatiStrong2007
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- id: CurtainStochastic1971
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  language: en
  title: On Linear Stochastic Flows
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- id: HansonStochastic2007
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  collection-title: Springer Texts in Business and Economics
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  title: Stochastic Processes and Calculus
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- id: HodgkinsonStochastic2021
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  container-title: Uncertainty in artificial intelligence
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  publisher: Birkhäuser Boston
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  title: Stochastic Partial Differential Equations
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  collection-title: Grundlehren der mathematischen Wissenschaften
  container-title: Limit Theorems for Stochastic Processes
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  collection-title: Probability and Its Applications
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  event-place: New York
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  language: en
  publisher: Springer-Verlag
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  title: Foundations of Modern Probability
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  container-title: Annales de l'Institut Henri Poincaré, Probabilités et Statistiques
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    Pathwise solvability of stochastic integral equations with generalized drift
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  container-title: arXiv:0712.4357 [math]
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  title: Convolution type stochastic Volterra equations
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- id: KellyDeterministic2014
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    - year: 2021
      month: 5
      day: 17
  author:
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    - family: Melbourne
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  citation-key: KellyDeterministic2014
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      day: 19
  language: en
  title: Deterministic homogenization for fast-slow systems with chaotic noise
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    - year: 2021
      month: 5
      day: 10
  author:
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  citation-key: KellyRough2016
  container-title: The Annals of Applied Probability
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  title: Rough path recursions and diffusion approximations
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  volume: '26'

- id: KellySmooth2014
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    - year: 2021
      month: 5
      day: 17
  author:
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    - family: Melbourne
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  citation-key: KellySmooth2014
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  issued:
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  language: en
  title: Smooth approximation of stochastic differential equations
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  URL: https://arxiv.org/abs/1403.7281v2

- id: KlebanerIntroduction1999
  archive: Calibre
  author:
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  citation-key: KlebanerIntroduction1999
  ISBN: 978-1-86094-555-7
  issued:
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  language: eng
  publisher: Imperial College Press
  title: Introduction to Stochastic Calculus With Applications
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      month: 1
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  author:
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    - family: Wright
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  citation-key: KloedenApproximation1992
  container-title: Stochastic Analysis and Applications
  DOI: 10.1080/07362999208809281
  ISSN: 0736-2994
  issue: '4'
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  title: The approximation of multiple stochastic integrals
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  volume: '10'

- id: KloedenNumerical2010
  archive: Calibre
  author:
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      given: Peter E.
    - family: Platen
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  citation-key: KloedenNumerical2010
  event-place: Berlin, Heidelberg
  ISBN: 978-3-642-08107-1
  issued:
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      month: 12
      day: 15
  language: eng
  publisher: Springer Berlin Heidelberg
  publisher-place: Berlin, Heidelberg
  title: Numerical Solution of Stochastic Differential Equations
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  URL: >-
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- id: KloedenStochastic1992
  accessed:
    - year: 2020
      month: 1
      day: 24
  author:
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      given: Peter E.
    - family: Platen
      given: Eckhard
  citation-key: KloedenStochastic1992
  collection-title: Applications of Mathematics
  container-title: Numerical Solution of Stochastic Differential Equations
  DOI: 10.1007/978-3-662-12616-5_5
  editor:
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      given: Peter E.
    - family: Platen
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  event-place: Berlin, Heidelberg
  ISBN: 978-3-662-12616-5
  issued:
    - year: 1992
  language: en
  page: 161-226
  publisher: Springer
  publisher-place: Berlin, Heidelberg
  title: Stochastic Taylor Expansions
  type: chapter
  URL: https://doi.org/10.1007/978-3-662-12616-5_5

- id: KloedenStratonovich1991
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      month: 1
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  author:
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      given: P. E.
    - family: Platen
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  citation-key: KloedenStratonovich1991
  container-title: Mathematische Nachrichten
  DOI: 10.1002/mana.19911510103
  ISSN: 1522-2616
  issue: '1'
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  language: en
  page: 33-50
  title: Stratonovich and Ito Stochastic Taylor Expansions
  type: article-journal
  volume: '151'

- id: KorzeniowskiDiffusions1989
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      month: 12
      day: 6
  author:
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  citation-key: KorzeniowskiDiffusions1989
  container-title: Statistics & Probability Letters
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  language: en
  page: 229-234
  title: On diffusions that cannot escape from a convex set
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- id: KotelenezStochastic2007
  archive: Calibre
  author:
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      given: Peter
  citation-key: KotelenezStochastic2007
  ISBN: 978-0-387-74317-2
  issued:
    - year: 2007
      month: 12
      day: 5
  language: eng
  publisher: Springer Science & Business Media
  title: >-
    Stochastic Ordinary and Stochastic Partial Differential Equations:
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- id: KushnerApproximations1978
  accessed:
    - year: 2020
      month: 1
      day: 24
  author:
    - family: Kushner
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    - family: DiMasi
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  citation-key: KushnerApproximations1978
  container-title: Journal of Mathematical Analysis and Applications
  container-title-short: Journal of Mathematical Analysis and Applications
  DOI: 10.1016/0022-247X(78)90072-0
  ISSN: 0022-247X
  issue: '3'
  issued:
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  language: en
  page: 772-800
  title: >-
    Approximations for functionals and optimal control problems on jump
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  volume: '63'

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      month: 7
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  author:
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    - family: Rue
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    - family: Lindström
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  container-title: 'Journal of the Royal Statistical Society: Series B (Statistical Methodology)'
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      month: 9
      day: 1
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  title: >-
    An explicit link between Gaussian fields and Gaussian Markov random fields:
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- id: LiuStatistical2020
  accessed:
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      month: 2
      day: 21
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    - family: Yeo
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    - family: Lu
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  citation-key: LiuStatistical2020
  container-title: Journal of the American Statistical Association
  DOI: 10.1080/01621459.2020.1863223
  ISSN: 0162-1459
  issue: '0'
  issued:
    - year: 2020
      month: 12
      day: 14
  page: 1-18
  publisher: Taylor & Francis
  title: >-
    Statistical Modeling for Spatio-Temporal Data From Stochastic
    Convection-Diffusion Processes
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- id: LoerinczStochastic1996
  accessed:
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  citation-key: LoerinczStochastic1996
  container-title: Physics Letters A
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  ISSN: 0375-9601
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  issued:
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      month: 12
      day: 30
  language: en
  page: 63-67
  title: A stochastic resonator is able to greatly improve signal-to-noise ratio
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  accessed:
    - year: 2021
      month: 8
      day: 4
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      given: Yi-An
    - family: Chen
      given: Tianqi
    - family: Fox
      given: Emily B.
  citation-key: MaComplete2015
  collection-title: NIPS'15
  container-title: >-
    Proceedings of the 28th International Conference on Neural Information
    Processing Systems - Volume 2
  event-place: Cambridge, MA, USA
  issued:
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      month: 12
      day: 7
  page: 2917–2925
  publisher: MIT Press
  publisher-place: Cambridge, MA, USA
  title: A complete recipe for stochastic gradient MCMC
  type: paper-conference
  URL: http://arxiv.org/abs/1506.04696

- id: MamporiaStochastic2017
  accessed:
    - year: 2021
      month: 5
      day: 10
  author:
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      given: Badri
  citation-key: MamporiaStochastic2017
  container-title: Transactions of A. Razmadze Mathematical Institute
  container-title-short: Transactions of A. Razmadze Mathematical Institute
  DOI: 10.1016/j.trmi.2016.10.003
  ISSN: 2346-8092
  issue: '1'
  issued:
    - year: 2017
      month: 4
      day: 1
  language: en
  page: 76-89
  title: >-
    Stochastic differential equations in a Banach space driven by the
    cylindrical Wiener process
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  volume: '171'

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      month: 8
      day: 16
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  citation-key: MatheronIntrinsic1973
  container-title: Advances in Applied Probability
  DOI: 10.2307/1425829
  ISSN: 0001-8678, 1475-6064
  issue: '3'
  issued:
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      month: 12
  language: en
  page: 439-468
  title: The intrinsic random functions and their applications
  type: article-journal
  URL: http://cg.ensmp.fr/bibliotheque/public/MATHERON_Publication_00180.pdf
  volume: '5'

- id: MeidanConnection1980
  accessed:
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      month: 8
      day: 16
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  citation-key: MeidanConnection1980
  container-title: Journal of Mathematical Analysis and Applications
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  DOI: 10.1016/0022-247X(80)90066-9
  ISSN: 0022-247X
  issue: '1'
  issued:
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      month: 7
      day: 1
  page: 124-133
  title: On the connection between ordinary and generalized stochastic processes
  type: article-journal
  volume: '76'

- id: MikoschNonLife2004
  archive: Calibre
  author:
    - family: Mikosch
      given: Thomas
  citation-key: MikoschNonLife2004
  ISBN: 978-3-540-40650-1
  issued:
    - year: 2004
      month: 1
      day: 22
  language: eng
  publisher: Kluwer Academic Publishers
  title: 'Non-Life Insurance Mathematics: An Introduction With Stochastic Processes'
  type: book

- id: MikoschStochastic2000
  author:
    - family: Mikosch
      given: Thomas
    - family: Norvaiša
      given: Rimas
  citation-key: MikoschStochastic2000
  container-title: Bernoulli
  DOI: 10.2307/3318668
  ISSN: 1350-7265
  issue: '3'
  issued:
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  page: 401-434
  title: Stochastic Integral Equations without Probability
  type: article-journal
  volume: '6'

- id: MillerUnderstanding2020
  accessed:
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      month: 1
      day: 26
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      given: David L.
    - family: Glennie
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    - family: Seaton
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  citation-key: MillerUnderstanding2020
  container-title: Journal of Agricultural, Biological and Environmental Statistics
  container-title-short: JABES
  DOI: 10.1007/s13253-019-00377-z
  ISSN: 1537-2693
  issue: '1'
  issued:
    - year: 2020
      month: 3
      day: 1
  language: en
  page: 1-16
  title: >-
    Understanding the Stochastic Partial Differential Equation Approach to
    Smoothing
  type: article-journal
  volume: '25'

- id: MohammedLyapunov1997
  accessed:
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      month: 3
      day: 23
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      given: Salah-Eldin A.
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  citation-key: MohammedLyapunov1997
  container-title: The Annals of Probability
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  ISSN: 0091-1798, 2168-894X
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      month: 7
  language: en
  page: 1210-1240
  title: >-
    Lyapunov exponents of linear stochastic functional-differential equations.
    II. Examples and case studies
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  volume: '25'

- id: OksendalStochastic1985
  archive: Calibre
  author:
    - family: Øksendal
      given: Bernt
  citation-key: OksendalStochastic1985
  ISBN: 978-3-540-04758-2
  issued:
    - year: 1985
      month: 1
      day: 1
  language: eng
  publisher: Springer
  title: 'Stochastic Differential Equations: An Introduction With Applications'
  type: book
  URL: http://th.if.uj.edu.pl/~gudowska/dydaktyka/Oksendal.pdf

- id: PapanicolaouIntroduction2019
  accessed:
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      month: 1
      day: 13
  author:
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      given: Andrew
  citation-key: PapanicolaouIntroduction2019
  container-title: arXiv:1504.05309 [math, q-fin]
  issued:
    - year: 2019
      month: 1
      day: 2
  title: Introduction to Stochastic Differential Equations (SDEs) for Finance
  type: article-journal
  URL: http://arxiv.org/abs/1504.05309

- id: PapapantoleonStrong2010
  accessed:
    - year: 2020
      month: 5
      day: 19
  author:
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      given: Antonis
    - family: Siopacha
      given: Maria
  citation-key: PapapantoleonStrong2010
  container-title: arXiv:0906.5581 [math, q-fin]
  issued:
    - year: 2010
      month: 10
      day: 4
  title: >-
    Strong Taylor approximation of stochastic differential equations and
    application to the Lévy LIBOR model
  type: article-journal
  URL: http://arxiv.org/abs/0906.5581

- id: PapaspiliopoulosNonparametric2012
  accessed:
    - year: 2019
      month: 8
      day: 6
  author:
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      given: Omiros
    - family: Pokern
      given: Yvo
    - family: Roberts
      given: Gareth O.
    - family: Stuart
      given: Andrew M.
  citation-key: PapaspiliopoulosNonparametric2012
  container-title: Biometrika
  container-title-short: Biometrika
  DOI: 10.1093/biomet/ass034
  ISSN: 0006-3444
  issue: '3'
  issued:
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      month: 9
      day: 1
  language: en
  page: 511-531
  title: 'Nonparametric estimation of diffusions: a differential equations approach'
  type: article-journal
  URL: http://stuart.caltech.edu/publications/pdf/stuart95.pdf
  volume: '99'

- id: PavliotisStochastic2014
  accessed:
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      month: 10
      day: 21
  author:
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      given: Grigorios A.
  citation-key: PavliotisStochastic2014
  collection-title: Texts in Applied Mathematics
  DOI: 10.1007/978-1-4939-1323-7
  event-place: New York
  ISBN: 978-1-4939-1322-0
  issued:
    - year: 2014
  language: en
  publisher: Springer-Verlag
  publisher-place: New York
  title: >-
    Stochastic Processes and Applications: Diffusion Processes, the
    Fokker-Planck and Langevin Equations
  type: book
  URL: https://www.springer.com/gp/book/9781493913220

- id: PrivaultNotes
  archive: Calibre
  author:
    - family: Privault
      given: Nicolas
  citation-key: PrivaultNotes
  title: Notes on Stochastic Finance
  type: book

- id: ProtterStochastic2005
  archive: Calibre
  author:
    - family: Protter
      given: Philip
  citation-key: ProtterStochastic2005
  ISBN: 978-3-540-00313-7
  issued:
    - year: 2005
      month: 5
      day: 24
  language: eng
  publisher: Springer
  title: Stochastic Integration and Differential Equations
  type: book

- id: PugachevStochastic2001
  author:
    - family: Pugachev
      given: V. S.
    - family: Sinit︠s︡yn
      given: I. N.
  call-number: QA274.23 .P8513 2001
  citation-key: PugachevStochastic2001
  event-place: River Edge, NJ
  ISBN: 978-981-02-4742-3
  issued:
    - year: 2001
  language: eng
  number-of-pages: '908'
  publisher: World Scientific
  publisher-place: River Edge, NJ
  title: 'Stochastic systems: theory and applications'
  type: book

- id: RackauckasComparison2018
  accessed:
    - year: 2019
      month: 1
      day: 29
  author:
    - family: Rackauckas
      given: Christopher
    - family: Ma
      given: Yingbo
    - family: Dixit
      given: Vaibhav
    - family: Guo
      given: Xingjian
    - family: Innes
      given: Mike
    - family: Revels
      given: Jarrett
    - family: Nyberg
      given: Joakim
    - family: Ivaturi
      given: Vijay
  citation-key: RackauckasComparison2018
  container-title: arXiv:1812.01892 [cs]
  issued:
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      month: 12
      day: 5
  title: >-
    A Comparison of Automatic Differentiation and Continuous Sensitivity
    Analysis for Derivatives of Differential Equation Solutions
  type: article-journal
  URL: http://arxiv.org/abs/1812.01892

- id: RackauckasNeural2019
  accessed:
    - year: 2019
      month: 6
      day: 9
  author:
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      given: Christopher
  citation-key: RackauckasNeural2019
  container-title: The Winnower
  DOI: 10.15200/winn.155975.53637
  issued:
    - year: 2019
      month: 6
      day: 5
  title: Neural Jump SDEs (Jump Diffusions) and Neural PDEs
  type: article-journal
  URL: >-
    https://thewinnower.com/papers/22829-neural-jump-sdes-jump-diffusions-and-neural-pdes

- id: RackauckasUniversal2020a
  accessed:
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      month: 11
      day: 15
  author:
    - family: Rackauckas
      given: Christopher
    - family: Ma
      given: Yingbo
    - family: Martensen
      given: Julius
    - family: Warner
      given: Collin
    - family: Zubov
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    - family: Supekar
      given: Rohit
    - family: Skinner
      given: Dominic
    - family: Ramadhan
      given: Ali
    - family: Edelman
      given: Alan
  citation-key: RackauckasUniversal2020a
  container-title: arXiv.org
  issued:
    - year: 2020
      month: 1
      day: 13
  language: en
  title: Universal Differential Equations for Scientific Machine Learning
  type: article-journal
  URL: https://arxiv.org/abs/2001.04385v4

- id: RevuzContinuous2004
  author:
    - family: Revuz
      given: Daniel
    - family: Yor
      given: Marc
  citation-key: RevuzContinuous2004
  ISBN: 978-3-540-64325-8
  issued:
    - year: 2004
      month: 9
      day: 7
  language: en
  number-of-pages: '626'
  publisher: Springer Science & Business Media
  title: Continuous Martingales and Brownian Motion
  type: book

- id: RiskenFokkerPlanck1996
  author:
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      given: H.
  call-number: QC20.7.D5 R57 1996
  citation-key: RiskenFokkerPlanck1996
  collection-number: v. 18
  collection-title: Springer series in synergetics
  edition: 2nd ed
  event-place: New York
  ISBN: 978-3-540-61530-9
  issued:
    - year: 1996
  language: en
  number-of-pages: '472'
  publisher: Springer-Verlag
  publisher-place: New York
  title: 'The Fokker-Planck equation: methods of solution and applications'
  type: book

- id: RogersDiffusions1987
  archive: Calibre
  author:
    - family: Rogers
      given: L. C. G.
    - family: Williams
      given: David
  citation-key: RogersDiffusions1987
  ISBN: 978-0-521-77593-9
  issued:
    - year: 1987
      month: 12
      day: 1
  language: eng
  publisher: Cambridge University Press
  title: Diffusions, Markov Processes and Martingales 2
  type: book

- id: RogersDiffusions2000
  author:
    - family: Rogers
      given: L. C. G.
    - family: Williams
      given: D.
  call-number: QA274.7 .W54 2000
  citation-key: RogersDiffusions2000
  collection-title: Cambridge mathematical library
  edition: 2nd ed
  event-place: Cambridge, U.K. ; New York
  ISBN: 978-0-521-77594-6 978-0-521-77593-9
  issued:
    - year: 2000
  number-of-pages: '2'
  publisher: Cambridge University Press
  publisher-place: Cambridge, U.K. ; New York
  title: Diffusions, Markov processes, and martingales
  type: book

- id: RosslerStochastic2004
  accessed:
    - year: 2020
      month: 1
      day: 24
  author:
    - family: Rößler
      given: Andreas
  citation-key: RosslerStochastic2004
  container-title: Stochastic Analysis and Applications
  DOI: 10.1081/SAP-200029495
  ISSN: 0736-2994
  issue: '6'
  issued:
    - year: 2004
      month: 1
      day: 1
  page: 1553-1576
  title: >-
    Stochastic Taylor Expansions for the Expectation of Functionals of Diffusion
    Processes
  type: article-journal
  URL: http://arxiv.org/abs/1310.6169
  volume: '22'

- id: RubensteinDeterministic2018
  accessed:
    - year: 2020
      month: 8
      day: 25
  author:
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      given: Paul K.
    - family: Bongers
      given: Stephan
    - family: Schölkopf
      given: Bernhard
    - family: Mooij
      given: Joris M.
  citation-key: RubensteinDeterministic2018
  container-title: Uncertainty in Artificial Intelligence
  issued:
    - year: 2018
      month: 7
      day: 9
  title: From Deterministic ODEs to Dynamic Structural Causal Models
  type: paper-conference
  URL: http://arxiv.org/abs/1608.08028

- id: SarkkaApplied2019
  author:
    - family: Särkkä
      given: Simo
    - family: Solin
      given: Arno
  call-number: QA274.23 .S23 2019
  citation-key: SarkkaApplied2019
  collection-number: '10'
  collection-title: Institute of Mathematical Statistics textbooks
  event-place: Cambridge ; New York, NY
  ISBN: 978-1-316-51008-7 978-1-316-64946-6
  issued:
    - year: 2019
  number-of-pages: '316'
  publisher: Cambridge University Press
  publisher-place: Cambridge ; New York, NY
  title: Applied stochastic differential equations
  type: book
  URL: https://users.aalto.fi/~ssarkka/pub/sde_book.pdf

- id: SchoutensStochastic2000
  accessed:
    - year: 2020
      month: 5
      day: 21
  author:
    - family: Schoutens
      given: Wim
  citation-key: SchoutensStochastic2000
  collection-title: Lecture Notes in Statistics
  DOI: 10.1007/978-1-4612-1170-9
  event-place: New York
  ISBN: 978-0-387-95015-0
  issued:
    - year: 2000
  language: en
  publisher: Springer-Verlag
  publisher-place: New York
  title: Stochastic Processes and Orthogonal Polynomials
  type: book
  URL: https://www.springer.com/gp/book/9780387950150

- id: SchoutensStochastic2001
  author:
    - family: Schoutens
      given: Wim
    - family: Leuven
      given: K U
    - family: Studer
      given: Michael
  citation-key: SchoutensStochastic2001
  issued:
    - year: 2001
      month: 2
      day: 16
  language: en
  page: '24'
  title: >-
    Stochastic Taylor Expansions for Poisson Processes and Applications towards
    Risk Management
  type: article-journal
  URL: https://www.eurandom.tue.nl/reports/2001/005-report.pdf

- id: SigristStochastic2015
  accessed:
    - year: 2021
      month: 1
      day: 13
  author:
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      given: Fabio
    - family: Künsch
      given: Hans R.
    - family: Stahel
      given: Werner A.
  citation-key: SigristStochastic2015
  container-title: 'Journal of the Royal Statistical Society: Series B (Statistical Methodology)'
  container-title-short: J. R. Stat. Soc. B
  DOI: 10.1111/rssb.12061
  ISSN: '13697412'
  issue: '1'
  issued:
    - year: 2015
      month: 1
  page: 3-33
  publisher: '[Royal Statistical Society, Wiley]'
  title: >-
    Stochastic partial differential equation based modelling of large space-time
    data sets
  type: article-journal
  URL: http://arxiv.org/abs/1204.6118
  volume: '77'

- id: SimsekliHausdorff2020
  accessed:
    - year: 2020
      month: 6
      day: 19
  author:
    - family: Şimşekli
      given: Umut
    - family: Sener
      given: Ozan
    - family: Deligiannidis
      given: George
    - family: Erdogdu
      given: Murat A.
  citation-key: SimsekliHausdorff2020
  container-title: CoRR
  issued:
    - year: 2020
  title: >-
    Hausdorff Dimension, Stochastic Differential Equations, and Generalization
    in Neural Networks
  type: article-journal
  URL: http://arxiv.org/abs/2006.09313
  volume: abs/2006.09313

- id: SolinStochastic2016
  accessed:
    - year: 2019
      month: 11
      day: 11
  author:
    - family: Solin
      given: Arno
  citation-key: SolinStochastic2016
  issued:
    - year: 2016
  language: en
  publisher: Aalto University
  title: >-
    Stochastic Differential Equation Methods for Spatio-Temporal Gaussian
    Process Regression
  type: thesis
  URL: https://aaltodoc.aalto.fi:443/handle/123456789/19842

- id: SussmannGap1978
  accessed:
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      month: 6
      day: 21
  author:
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      given: Hector J.
  citation-key: SussmannGap1978
  container-title: The Annals of Probability
  DOI: 10.1214/aop/1176995608
  ISSN: 0091-1798, 2168-894X
  issue: '1'
  issued:
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      month: 2
  page: 19-41
  publisher: Institute of Mathematical Statistics
  title: >-
    On the Gap Between Deterministic and Stochastic Ordinary Differential
    Equations
  type: article-journal
  URL: >-
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  volume: '6'

- id: SzehrExact2020
  accessed:
    - year: 2020
      month: 11
      day: 19
  author:
    - family: Szehr
      given: Oleg
    - family: Azzimonti
      given: Dario
    - family: Azzimonti
      given: Laura
  citation-key: SzehrExact2020
  container-title: arXiv:2011.06848 [math, stat]
  issued:
    - year: 2020
      month: 11
      day: 13
  title: An exact kernel framework for spatio-temporal dynamics
  type: article-journal
  URL: http://arxiv.org/abs/2011.06848

- id: TautuStochastic2014
  archive: Calibre
  author:
    - family: Tautu
      given: Petre
  citation-key: TautuStochastic2014
  ISBN: 978-3-662-18105-8
  issued:
    - year: 2014
      month: 1
      day: 15
  language: eng
  publisher: Springer
  title: Stochastic Spatial Processes
  type: book

- id: TeyeStochastic2010
  author:
    - family: Teye
      given: Alfred Larm
  citation-key: TeyeStochastic2010
  genre: PhD Thesis
  issued:
    - year: 2010
  publisher: University of Amsterdam
  title: Stochastic invariance via Wong-Zakai theorem
  type: thesis

- id: TwardowskaWongZakai1996
  author:
    - family: Twardowska
      given: Krystyna
  citation-key: TwardowskaWongZakai1996
  container-title: Acta Applicandae Mathematica
  issue: '3'
  issued:
    - year: 1996
  page: 317–359
  publisher: Springer
  title: Wong-Zakai approximations for stochastic differential equations
  type: article-journal
  volume: '43'

- id: TzenNeural2019
  accessed:
    - year: 2024
      month: 3
      day: 15
  author:
    - family: Tzen
      given: Belinda
    - family: Raginsky
      given: Maxim
  citation-key: TzenNeural2019
  DOI: 10.48550/arXiv.1905.09883
  issued:
    - year: 2019
      month: 10
      day: 27
  number: arXiv:1905.09883
  publisher: arXiv
  title: >-
    Neural Stochastic Differential Equations: Deep Latent Gaussian Models in the
    Diffusion Limit
  type: article
  URL: http://arxiv.org/abs/1905.09883

- id: TzenTheoretical2019
  accessed:
    - year: 2024
      month: 3
      day: 15
  author:
    - family: Tzen
      given: Belinda
    - family: Raginsky
      given: Maxim
  citation-key: TzenTheoretical2019
  container-title: Proceedings of the Thirty-Second Conference on Learning Theory
  event-title: Conference on Learning Theory
  ISSN: 2640-3498
  issued:
    - year: 2019
      month: 6
      day: 25
  language: en
  page: 3084-3114
  publisher: PMLR
  title: >-
    Theoretical guarantees for sampling and inference in generative models with
    latent diffusions
  type: paper-conference
  URL: https://proceedings.mlr.press/v99/tzen19a.html

- id: vanKampenStochastic1976
  accessed:
    - year: 2021
      month: 5
      day: 10
  author:
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      given: N. G
      non-dropping-particle: van
  citation-key: vanKampenStochastic1976
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      day: 21
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      day: 30
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  language: en
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  collection-title: Springer series in statistics
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  language: en
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  publisher: Springer Science & Business Media
  publisher-place: New York, NY
  title: >-
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- id: ZozorStochastic2003
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...
