Conformal Predictive Distributions with Kernels

Vladimir Vovk; Ilia Nouretdinov; Valery Manokhin; Alex Gammerman

doi:10.1007/978-3-319-99492-5_4

Conformal Predictive Distributions with Kernels

Vladimir Vovk, Ilia Nouretdinov, Valery Manokhin, Alex Gammerman

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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Original language	English
Title of host publication	Braverman Readings in Machine Learning. Key Ideas from Inception to Current State - International Conference Commemorating the 40th Anniversary of Emmanuil Braverman’s Decease, Invited Talks
Publisher	Springer-Verlag
Pages	103-121
Number of pages	19
Volume	11100
ISBN (Electronic)	978-3-319-99492-5
ISBN (Print)	978-3-319-99491-8
DOIs	https://doi.org/10.1007/978-3-319-99492-5_4
Publication status	E-pub ahead of print - 23 Aug 2018
Event	International Conference on Braverman Readings in Machine Learning: Key Ideas from Inception to Current State, 2017 commemorating the 40th anniversary of Emmanuil Braverman's decease - Boston, United States Duration: 28 Apr 2017 → 30 Apr 2017

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	11100 LNAI
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	International Conference on Braverman Readings in Machine Learning: Key Ideas from Inception to Current State, 2017 commemorating the 40th anniversary of Emmanuil Braverman's decease
Country/Territory	United States
City	Boston
Period	28/04/17 → 30/04/17

Keywords

Conformal prediction
Fiducial inference
Predictive distributions

Access to Document

10.1007/978-3-319-99492-5_4

Accepted ManuscriptAccepted author manuscript, 412 KB

Cite this

Vovk, V., Nouretdinov, I., Manokhin, V., & Gammerman, A. (2018). Conformal Predictive Distributions with Kernels. In Braverman Readings in Machine Learning. Key Ideas from Inception to Current State - International Conference Commemorating the 40th Anniversary of Emmanuil Braverman’s Decease, Invited Talks (Vol. 11100 , pp. 103-121). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11100 LNAI). Springer-Verlag. Advance online publication. https://doi.org/10.1007/978-3-319-99492-5_4

Vovk, Vladimir ; Nouretdinov, Ilia ; Manokhin, Valery et al. / Conformal Predictive Distributions with Kernels. Braverman Readings in Machine Learning. Key Ideas from Inception to Current State - International Conference Commemorating the 40th Anniversary of Emmanuil Braverman’s Decease, Invited Talks. Vol. 11100 Springer-Verlag, 2018. pp. 103-121 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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title = "Conformal Predictive Distributions with Kernels",

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author = "Vladimir Vovk and Ilia Nouretdinov and Valery Manokhin and Alex Gammerman",

year = "2018",

month = aug,

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doi = "10.1007/978-3-319-99492-5_4",

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series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

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pages = "103--121",

booktitle = "Braverman Readings in Machine Learning. Key Ideas from Inception to Current State - International Conference Commemorating the 40th Anniversary of Emmanuil Braverman{\textquoteright}s Decease, Invited Talks",

note = "International Conference on Braverman Readings in Machine Learning: Key Ideas from Inception to Current State, 2017 commemorating the 40th anniversary of Emmanuil Braverman's decease ; Conference date: 28-04-2017 Through 30-04-2017",

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Vovk, V , Nouretdinov, I, Manokhin, V & Gammerman, A 2018, Conformal Predictive Distributions with Kernels. in Braverman Readings in Machine Learning. Key Ideas from Inception to Current State - International Conference Commemorating the 40th Anniversary of Emmanuil Braverman’s Decease, Invited Talks. vol. 11100 , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11100 LNAI, Springer-Verlag, pp. 103-121, International Conference on Braverman Readings in Machine Learning: Key Ideas from Inception to Current State, 2017 commemorating the 40th anniversary of Emmanuil Braverman's decease, Boston, United States, 28/04/17. https://doi.org/10.1007/978-3-319-99492-5_4

Conformal Predictive Distributions with Kernels. / Vovk, Vladimir ; Nouretdinov, Ilia; Manokhin, Valery et al.
Braverman Readings in Machine Learning. Key Ideas from Inception to Current State - International Conference Commemorating the 40th Anniversary of Emmanuil Braverman’s Decease, Invited Talks. Vol. 11100 Springer-Verlag, 2018. p. 103-121 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11100 LNAI).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Conformal Predictive Distributions with Kernels

AU - Vovk, Vladimir

AU - Nouretdinov, Ilia

AU - Manokhin, Valery

AU - Gammerman, Alex

PY - 2018/8/23

Y1 - 2018/8/23

KW - Conformal prediction

KW - Fiducial inference

KW - Predictive distributions

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U2 - 10.1007/978-3-319-99492-5_4

DO - 10.1007/978-3-319-99492-5_4

M3 - Conference contribution

AN - SCOPUS:85053605863

SN - 978-3-319-99491-8

VL - 11100

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 103

EP - 121

BT - Braverman Readings in Machine Learning. Key Ideas from Inception to Current State - International Conference Commemorating the 40th Anniversary of Emmanuil Braverman’s Decease, Invited Talks

PB - Springer-Verlag

T2 - International Conference on Braverman Readings in Machine Learning: Key Ideas from Inception to Current State, 2017 commemorating the 40th anniversary of Emmanuil Braverman's decease

Y2 - 28 April 2017 through 30 April 2017

ER -

Vovk V , Nouretdinov I, Manokhin V, Gammerman A. Conformal Predictive Distributions with Kernels. In Braverman Readings in Machine Learning. Key Ideas from Inception to Current State - International Conference Commemorating the 40th Anniversary of Emmanuil Braverman’s Decease, Invited Talks. Vol. 11100 . Springer-Verlag. 2018. p. 103-121. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). Epub 2018 Aug 23. doi: 10.1007/978-3-319-99492-5_4

Conformal Predictive Distributions with Kernels

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Keywords

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