Criteria of Efficiency for Conformal Prediction. / Vovk, Vladimir; Fedorova, Valentina; Nouretdinov, Ilia; Gammerman, Alexander.

Conformal and Probabilistic Prediction with Applications: 5th International Symposium, COPA 2016 Madrid, Spain, April 20–22, 2016 Proceedings. Vol. 9653 Springer, 2016. p. 23-39 (Lecture Notes in Computer Science; Vol. 9653).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Published

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Criteria of Efficiency for Conformal Prediction. / Vovk, Vladimir; Fedorova, Valentina; Nouretdinov, Ilia; Gammerman, Alexander.

Conformal and Probabilistic Prediction with Applications: 5th International Symposium, COPA 2016 Madrid, Spain, April 20–22, 2016 Proceedings. Vol. 9653 Springer, 2016. p. 23-39 (Lecture Notes in Computer Science; Vol. 9653).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Harvard

Vovk, V, Fedorova, V, Nouretdinov, I & Gammerman, A 2016, Criteria of Efficiency for Conformal Prediction. in Conformal and Probabilistic Prediction with Applications: 5th International Symposium, COPA 2016 Madrid, Spain, April 20–22, 2016 Proceedings. vol. 9653, Lecture Notes in Computer Science, vol. 9653, Springer, pp. 23-39. https://doi.org/10.1007/978-3-319-33395-3_2

APA

Vovk, V., Fedorova, V., Nouretdinov, I., & Gammerman, A. (2016). Criteria of Efficiency for Conformal Prediction. In Conformal and Probabilistic Prediction with Applications: 5th International Symposium, COPA 2016 Madrid, Spain, April 20–22, 2016 Proceedings (Vol. 9653, pp. 23-39). (Lecture Notes in Computer Science; Vol. 9653). Springer. https://doi.org/10.1007/978-3-319-33395-3_2

Vancouver

Vovk V, Fedorova V, Nouretdinov I, Gammerman A. Criteria of Efficiency for Conformal Prediction. In Conformal and Probabilistic Prediction with Applications: 5th International Symposium, COPA 2016 Madrid, Spain, April 20–22, 2016 Proceedings. Vol. 9653. Springer. 2016. p. 23-39. (Lecture Notes in Computer Science). https://doi.org/10.1007/978-3-319-33395-3_2

Author

Vovk, Vladimir ; Fedorova, Valentina ; Nouretdinov, Ilia ; Gammerman, Alexander. / Criteria of Efficiency for Conformal Prediction. Conformal and Probabilistic Prediction with Applications: 5th International Symposium, COPA 2016 Madrid, Spain, April 20–22, 2016 Proceedings. Vol. 9653 Springer, 2016. pp. 23-39 (Lecture Notes in Computer Science).

BibTeX

@inproceedings{042f3d6c2ddb4749ade8e7879b9246a9,
title = "Criteria of Efficiency for Conformal Prediction",
abstract = "We study optimal conformity measures for various criteria of efficiency in an idealised setting. This leads to an important class of criteria of efficiency that we call probabilistic; it turns out that the most standard criteria of efficiency used in literature on conformal prediction are not probabilistic.",
author = "Vladimir Vovk and Valentina Fedorova and Ilia Nouretdinov and Alexander Gammerman",
year = "2016",
month = apr,
day = "17",
doi = "10.1007/978-3-319-33395-3_2",
language = "English",
isbn = "978-3-319-33394-6",
volume = "9653",
series = "Lecture Notes in Computer Science",
publisher = "Springer",
pages = "23--39",
booktitle = "Conformal and Probabilistic Prediction with Applications",

}

RIS

TY - GEN

T1 - Criteria of Efficiency for Conformal Prediction

AU - Vovk, Vladimir

AU - Fedorova, Valentina

AU - Nouretdinov, Ilia

AU - Gammerman, Alexander

PY - 2016/4/17

Y1 - 2016/4/17

N2 - We study optimal conformity measures for various criteria of efficiency in an idealised setting. This leads to an important class of criteria of efficiency that we call probabilistic; it turns out that the most standard criteria of efficiency used in literature on conformal prediction are not probabilistic.

AB - We study optimal conformity measures for various criteria of efficiency in an idealised setting. This leads to an important class of criteria of efficiency that we call probabilistic; it turns out that the most standard criteria of efficiency used in literature on conformal prediction are not probabilistic.

U2 - 10.1007/978-3-319-33395-3_2

DO - 10.1007/978-3-319-33395-3_2

M3 - Conference contribution

SN - 978-3-319-33394-6

VL - 9653

T3 - Lecture Notes in Computer Science

SP - 23

EP - 39

BT - Conformal and Probabilistic Prediction with Applications

PB - Springer

ER -