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Pattern recognition and machine learning /
by Bishop, Christopher M. Publisher: New York : Springer, 2006Online access: Full-text here Availability: Items available for loan: Skoltech library [Call number: Q327] (1). Checked out (2).
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2.
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Machine learning : a probabilistic perspective /
by Murphy, Kevin P. Publisher: Cambridge, MA : MIT Press, c2012Online access: Full-text here Availability: No items available In transit (1).
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Bayesian reasoning and machine learning / David Barber.
by Barber, David, 1968-. Publisher: Cambridge ; New York : Cambridge University Press, 2011Online access: Full-text here Availability: Items available for loan: Skoltech library [Call number: QA267 .B347 2011] (1). Checked out (1).
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4.
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Foundations of machine learning / Mehryar Mohri, Afshin Rostamizadeh, and Ameet Talwalkar.
by Mohri, Mehryar | Rostamizadeh, Afshin | Talwalkar, Ameet. Publisher: Cambridge, MA : MIT Press, c2012Online access: Full-text here Availability: Items available for loan: Skoltech library [Call number: Q325.5 .M64 2012] (8). Checked out (1). In transit (1).
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5.
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Gaussian processes for machine learning / Carl Edward Rasmussen, Christopher K.I. Williams.
by Rasmussen, Carl Edward | Williams, Christopher K. I. Publisher: Cambridge, Mass. : MIT Press, c2006Online access: Full-text here Availability: Items available for loan: Skoltech library [Call number: QA274.4 .R37 2006] (1).
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The elements of statistical learning : data mining, inference, and prediction / Trevor Hastie, Robert Tibshirani, Jerome Friedman.
by Hastie, Trevor | Tibshirani, Robert | Friedman, J. H. (Jerome H.). Edition: 2nd ed.Publisher: New York, NY : Springer, c2009Online access: Full-text here Availability: Items available for loan: Skoltech library [Call number: Q325.5 .H39 2009] (1).
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7.
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Deep learning / Ian Goodfellow, Yoshua Bengio, and Aaron Courville.
by Goodfellow, Ian [author.] | Bengio, Yoshua [author.] | Courville, Aaron [author.]. Availability: Items available for loan: Skoltech library [Call number: Q325.5 .G66 2016] (1).
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8.
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Gaussian processes for machine learning [electronic resource] / Carl Edward Rasmussen, Christopher K.I. Williams.
by Rasmussen, Carl Edward | Williams, Christopher K. I | ProQuest (Firm). Publisher: Cambridge, Mass. : MIT Press, c2006Online access: Click to View Availability: No items available
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9.
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Foundations of machine learning [electronic resource] / Mehryar Mohri, Afshin Rostamizadeh, and Ameet Talwalkar.
by Mohri, Mehryar | Rostamizadeh, Afshin | Talwalkar, Ameet | ProQuest (Firm). Publisher: Cambridge, MA : MIT Press, c2012Online access: Click to View Availability: No items available
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10.
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Machine learning [electronic resource] : a probabilistic perspective / Kevin P. Murphy.
by Murphy, Kevin P, 1970- | ProQuest (Firm). Publisher: Cambridge, MA : MIT Press, c2012Online access: Click to View Availability: No items available
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11.
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Understanding machine learning : from theory to algorithms / Shai Shalev-Shwartz, The Hebrew University, Jerusalem, Shai Ben-David, University of Waterloo, Canada.
by Shalev-Shwartz, Shai | Ben-David, Shai. Online access: Full-text online Availability: Items available for loan: Skoltech library [Call number: Q325.5 .S475 2014] (2).
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Principles and theory for data mining and machine learning / Bertrand Clarke, Ernest Fokoué, Hao Helen Zhang.
by Clarke, Bertrand Salem | Fokoué, Ernest | Zhang, Hao Helen. Publisher: Dordrecht ; New York : Springer, c2009Online access: Full-text here Availability: Items available for loan: Skoltech library [Call number: QA76.9.D343 C473 ] (1).
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13.
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Boosting : foundations and algorithms / Robert E. Schapire and Yoav Freund.
by Schapire, Robert E | Freund, Yoav. Publisher: Cambridge, MA : MIT Press, c2012Online access: Full-text here Availability: Items available for loan: Skoltech library [Call number: Q325.75 .S33 2012] (1).
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14.
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Dimension Reduction A Guided Tour
by Burges, Christopher J.C. Publisher: Hanover, MA : Now Publishers Inc., 2009Online access: Full-text online Availability: Items available for loan: Skoltech library [Call number: Q325.5 .B1] (1). Checked out (1).
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15.
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Nonnegative matrix and tensor factorizations : applications to exploratory multi-way data analysis and blind source separation / Andrzej Cichocki ... [et al.].
by Cichocki, Andrzej. Publisher: Chichester, U.K. : John Wiley, 2009Online access: Full-text here Availability: Items available for loan: Skoltech library [Call number: QA76.9.A43 N65 2009] (1).
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Adaptive blind signal and image processing : learning algorithms and applications / Andrzej Cichocki, Shun-ichi Amari.
by Cichocki, Andrzej | Amari, Shun'ichi. Publisher: Chichester ; New York : J. Wiley, c2002Online access: Publisher description | Table of contents Availability: Items available for loan: Skoltech library [Call number: TK5102.9 .C488 2002] (1).
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Elements of causal inference : foundations and learning algorithms / Jonas Peters, Dominik Janzing, and Bernhard Schölkopf.
by Peters, Jonas, 1984- [author.] | Janzing, Dominik [author.] | Schölkopf, Bernhard [author.]. Online access: Full-text here Availability: Items available for loan: Skoltech library [Call number: Q325.5 .P48 2017] (1).
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18.
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Deep learning for the life sciences : applying deep learning to genomics, microscopy, drug discovery and more / Bharath Ramsundar, Peter Eastman, Patrick Walters, & Vijay Pande.
by Ramsundar, Bharath [author.] | Eastman, Peter (Software developer) [author.] | Walters, Patrick [author.] | Pande, Vijay [author.]. Edition: First edition.Online access: Full-text here Availability: Items available for loan: Skoltech library [Call number: QH307.2 .R36 2019] (1).
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19.
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Machine learning for future wireless communications / Dr. Fa-Long Luo.
by Luo, Fa-Long [author.]. Online access: Full-text here Availability: Items available for loan: Skoltech library [Call number: TK5103.2 .L86 2019] (2).
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20.
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Recurrent neural networks for prediction : learning algorithms, architectures, and stability / Danilo P. Mandic, Jonathon A. Chambers.
by Mandic, Danilo P | Chambers, Jonathon A. Publisher: Chichester ; New York : John Wiley, c2001Online access: Publisher description | Table of Contents Availability: Items available for loan: Skoltech library [Call number: Q325.5 .M36 2001] (1).
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