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21.
Pattern recognition and machine learning/ Christopher M. Bishop. by
  • Bishop, Christopher M
Series: Information science and statistics
Publication details: New York: Springer, c2006
Online access:
Availability: Items available for loan: Castorina (2)Call number: 006.4 B622p 2007 IMPA, ...

22.
Pattern recognition and machine learning/ Christopher M. Bishop. by
  • Bishop, Christopher M [author.]
Series: Information science and statistics
Edition: Corr. 8th printing.
Copyright date: @2006
Availability: Items available for loan: IMPATECH (2)Call number: 006.4 B622p 2006 IMPA TECH, ...

23.
Deep learning : foundations and concepts / Christopher M. Bishop, Hugh Bishop. by
  • Bishop, Christopher M [author.]
  • Bishop, Hugh (Scientist) [author.]
Material type: Text Text; Format: print regular print ; Literary form: Not fiction
Publisher: Cham, Switzerland : Springer, [2024]Copyright date: ©2024
Availability: Items available for loan: Castorina (1)Call number: 006.31 B622d 2024 IMPA.

24.
Deep learning techniques for music generation/ Jean-Pierre Briot, Gaetan Hadjeres, François-David Pachet. by
  • Briot, Jean-Pierre [author.]
  • Hadjeres, Gaetan [author.]
  • Pachet, François [author.]
Series: Computational synthesis and creative systems
Publisher: Cham, Switzerland: Springer, 2020
Availability: Items available for loan: Castorina (1)Call number: 006.3 B858d 2020 IMPA.

25.
Statistical learning theory and stochastic optimization: École d'Été de Probabilités de Saint-Flour XXXI--2001/ Olivier Catoni ; editor, Jean Picard. by
  • Catoni, Olivier
  • Picard, Jean, 1959-
  • École d'été de probabilités de Saint-Flour (31st: 2001)
Series: Lecture notes in mathematics (Springer-Verlag) ; 1851.
Publication details: Berlin; New York: Springer, c2004
Other title:
  • École d'Été de Probabilités de Saint-Flour XXXI--2001
Online access:
Availability: Items available for loan: Castorina (1).

26.
Learning from data : concepts, theory, and methods / Vladimir Cherkassky, Filip Mulier. by
  • Cherkassky, Vladimir S [author.]
  • Mulier, Filip
  • IEEE Xplore (Online service) [distributor.]
Edition: 2nd ed.
Material type: Text Text; Format: available online remote; Literary form: Not fiction
Publisher: Hoboken, New Jersey : IEEE Press : c2007
Availability: No items available.

27.
An introduction to support vector machines: and other kernel-based learning methods/ Nello Cristianini and John Shawe-Taylor. by
  • Cristianini, Nello
  • Shawe-Taylor, John
Publication details: Cambridge; New York: Cambridge University Press, 2000
Availability: Items available for loan: Castorina (1)Call number: 006.31 C933i 2000 IMPA.

28.
Lernprozesse in stochastischen Automaten/ [von] G. Feichtinger. by
  • Feichtinger, Gustav, 1940-
Series: Lecture notes in operations research and mathematical systems ; 24. | Lecture notes in operations research and mathematical systems ; 24.
Publication details: Berlin: New York: Springer-Verlag, 1970
Availability: Items available for loan: Castorina (1).

29.
Machine learning: the art and science of algorithms that make sense of data/ Peter Flach. by
  • Flach, Peter A
Publication details: Cambridge, UK; New York: Cambridge University Press, 2012
Availability: Items available for loan: Castorina (1)Call number: 006.31 F571m 2012 IMPA.

30.
Sequential methods in pattern recognition and machine learning/ K. S. Fu. by
  • Fu, K. S. (King Sun), 1930-
Series: Mathematics in science and engineering ; v. 52.
Publication details: New York: Academic Press, 1968
Availability: Items available for loan: Castorina (1)Call number: 001.53 F949s 1968 IMPA.

31.
Deep learning/ Ian Goodfellow, Yoshua Bengio, and Aaron Courville. by
  • Goodfellow, Ian [author.]
  • Bengio, Yoshua [author.]
  • Courville, Aaron [author.]
Series: Adaptive computation and machine learning
Publisher: Cambridge, Massachusetts: MIT Press, [2016]
Availability: Items available for loan: Castorina (1)Call number: 006.31 G651d 2006 IMPA.

32.
Deep learning/ Ian Goodfellow, Yoshua Bengio, and Aaron Courville. by
  • Goodfellow, Ian [author.]
  • Bengio, Yoshua [author.]
  • Courville, Aaron [author.]
Series: Adaptive computation and machine learning
Publisher: Cambridge, Massachusetts: MIT Press, [2016]
Availability: Items available for loan: IMPATECH (2)Call number: 006.31 G651d 2016 IMPA TECH, ...

33.
Kernels for structured data/ Thomas Gärtner. by
  • Gärtner, Thomas
Series: Series in machine perception and artificial intelligence ; v. 72.
Publication details: Hackensack, NJ; Singapore: World Scientific, c2008
Availability: Items available for loan: Castorina (1)Call number: 006.31 G244k 2008 IMPA.

34.
The elements of statistical learning: data mining, inference, and prediction : with 200 full-color illustrations/ Trevor Hastie, Robert Tibshirani, Jerome Friedman. by
  • Hastie, Trevor
  • Tibshirani, Robert
  • Friedman, J. H. (Jerome H.)
Series: Springer series in statistics
Publication details: New York: Springer, c2001
Availability: Items available for loan: Castorina (1)Call number: 519.5 H356e 2001 IMPA.

35.
The elements of statistical learning: data mining, inference, and prediction/ Trevor Hastie, Robert Tibshirani, Jerome Friedman. by
  • Hastie, Trevor [author.]
  • Tibshirani, Robert [author.]
  • Friedman, J. H. (Jerome H.)
Series: Springer series in statistics
Edition: Second edition, [corrected at 7th printing].
Publisher: New York, NY, USA: Springer, [2013]
Availability: Items available for loan: Castorina (1).

36.
The elements of statistical learning: data mining, inference, and prediction/ Trevor Hastie, Robert Tibshirani, Jerome Friedman. by
  • Hastie, Trevor [author.]
  • Tibshirani, Robert [author.]
  • Friedman, J. H. (Jerome H.)
Series: Springer series in statistics
Edition: Second edition, corrected.
Publisher: New York: Springer, [2017]Manufacturer: 2017
Availability: Items available for loan: Castorina (1)Call number: 519.5 H356e 2017 IMPA.

37.
The elements of statistical learning: data mining, inference, and prediction/ Trevor Hastie, Robert Tibshirani, Jerome Friedman. by
  • Hastie, Trevor [author.]
  • Tibshirani, Robert [author.]
  • Friedman, J. H. (Jerome H.)
Series: Springer series in statistics
Edition: Second edition, corrected.
Publisher: New York: Springer, [2017]Manufacturer: 2017
Availability: Items available for loan: IMPATECH (5)Call number: 006.3 H356e 2017 IMPA TECH, ... Not available: IMPATECH: Checked out (2).

38.
The Calabi-Yau landscape: from geometry, to physics, to machine learning/ Yang-Hui He. by
  • He, Yang-Hui, 1975
Series: Lecture notes in mathematics (Springer-Verlag) ; 2293.
Publisher: Cham, Switzerland: Springer, 2021
Online access:
Availability: Items available for loan: IMPATECH (1)Call number: 516.3 H432c 2021 IMPA TECH.

39.
Random processes and learning/ M. Iosifesou and R. Theodorescu. by
  • Iosifescu, Marius
  • Theodorescu, Radu [joint author.]
Series: Grundlehren der mathematischen Wissenschaften ; Bd. 150.
Publication details: Berlin; Heidelberg; New York: Springer, 1969
Availability: Items available for loan: Castorina (1)Call number: 519.23 I64r 1969 IMPA.

40.
The psychology of mathematical abilities in schoolchildren/ V. A. Krutetskii ; translated from the Russian by Joan Teller ; edited by Jeremy Kilpatrick and Izaak Wirszup. by
  • Krutetskii, V. A. (Vadim Andreevich)
Series: Survey of recent East European mathematical literature
Language: engrus
Publication details: Chicago ; University of Chicago Press, 1976
Availability: Items available for loan: Castorina (1)Call number: 510.7 K94p 1976 IMPA.

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