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1.
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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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2.
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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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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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4.
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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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5.
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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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6.
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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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7.
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Reinforcement learning : an introduction / Richard S. Sutton and Andrew G. Barto.
by Sutton, Richard S | Barto, Andrew G. Publisher: Cambridge, Mass. : MIT Press, c1998Online access: Full-text here Availability: Items available for loan: Skoltech library [Call number: Q325.6 .S88 1998] (1). Checked out (1).
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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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Probabilistic graphical models : principles and techniques / Daphne Koller and Nir Friedman.
by Koller, Daphne | Friedman, Nir. Publisher: Cambridge, MA : MIT Press, c2009Availability: No items available In transit (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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Reinforcement learning : an introduction / Richard S. Sutton and Andrew G. Barto.
by Sutton, Richard S [author.] | Barto, Andrew G [author.]. Edition: Second edition.Online access: Full-text here Availability: Items available for loan: Skoltech library [Call number: Q325.6 .R45 2018] (1).
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