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Series: "Adaptive computation and machine learning."

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Online Results (24)
1.
Introduction to machine learning
Author
Alpaydin, Ethem
Published
Cambridge, Mass. : MIT Press, c2010.
Online
Online book (login required)
Location
Internet Archive >> None
Format
Books / Online
2.
Probabilistic graphical models : principles and techniques
Author
Koller, Daphne
Published
Cambridge, MA : MIT Press, c2009.
Location
Library Shelving Facility (LSF) >> QA279.5 K65 2009
Format
Books
3.
Introduction to machine learning
Author
Alpaydin, Ethem
Published
Cambridge, Mass. : MIT Press, c2010.
Location
SML, Stacks, LC Classification >> Q325.5 .A46X 2010 (LC)
Format
Books
4.
Boosting foundations and algorithms
Author
Schapire, Robert E.
Published
Cambridge, Mass. : MIT Press, c2012.
Online
Online book
Location
Yale Internet Resource >> None
Format
Books / Online
5.
Machine learning in non-stationary environments introduction to covariate shift adaptation
Author
Sugiyama, Masashi, 1974-
Published
Cambridge, Mass. : MIT Press, c2012.
Online
Online book
Location
Yale Internet Resource >> None
Format
Books / Online
6.
Introduction to machine learning
Author
Alpaydin, Ethem
Published
Cambridge, Mass. : MIT Press, c2004.
Location
SML, Stacks, LC Classification >> Q325.5 .A473 2004 (LC)
Format
Books
7.
Semi-supervised learning
Published
Cambridge, Mass. ; London : MIT, c2006.
Online
Online book
Location
Yale Internet Resource >> None
Format
Books / Online
8.
Machine learning in non-stationary environments introduction to covariate shift adaptation
Author
Sugiyama, Masashi, 1974-
Published
Cambridge, Mass. ; London : MIT Press, c2012.
Online
Online book
Location
Yale Internet Resource >> None
Format
Books / Online
9.
Semi-supervised learning
Published
Cambridge, Mass. : MIT Press, c2006.
Location
SML, Stacks, LC Classification >> Q325.75 .S42X 2006 (LC)
Format
Books
10.
Probabilistic machine learning : advanced topics
Author
Murphy, Kevin P., 1970-
Published
Cambridge, Massachusetts : The MIT Press, [2023]
Location
MARX LIBRARY >> Q325.5 .M873 2023 (LC)
Format
Books
11.
Gaussian processes for machine learning
Author
Rasmussen, Carl Edward
Published
Cambridge, Mass. : MIT Press, c2006.
Location
SML, Stacks, LC Classification >> QA274.4 .R37X 2006 (LC)
Format
Books
12.
Reinforcement learning : an introduction
Author
Sutton, Richard S.
Published
Cambridge, Massachusetts : The MIT Press, [2018]
Location
SML, Stacks, LC Classification >> Q325.6 .R45 2018 (LC)
Format
Books
13.
Learning with kernels : support vector machines, regularization, optimization, and beyond
Author
Schölkopf, Bernhard
Published
Cambridge, Mass. : MIT Press, c2002.
Location
SML, Stacks, LC Classification >> Q325.5 S36X 2002 (LC)
Format
Books
14.
Learning in graphical models
Published
Cambridge, Mass. : MIT Press, 1999.
Location
SML, Stacks, LC Classification >> QA279 L375X 1999 (LC)
Format
Books
15.
The minimum description length principle
Author
Grünwald, Peter D.
Published
Cambridge, Mass. : MIT Press, c2007.
Location
SML, Stacks, LC Classification >> QA276.9 .G78X 2007 (LC)
Format
Books
16.
Causation, prediction, and search
Author
Spirtes, Peter
Published
Cambridge, Mass. : MIT Press, c2000.
Location
SML, Stacks, LC Classification >> QA276 S65X 2000 (LC)
Format
Books
17.
Graphical models for machine learning and digital communication
Author
Frey, Brendan J.
Published
Cambridge, Mass : The MIT Press, c1998.
Location
SML, Stacks, LC Classification >> Q325.5 F74X 1998 (LC)
Format
Books
18.
Principles of data mining
Author
Hand, D. J. (David J.), 1950-
Published
Cambridge, Mass. : MIT Press, c2001.
Location
SML, Stacks, LC Classification >> QA76.9 D343 H38X 2001 (LC)
Format
Books
19.
Principles of data mining
Author
Hand, D. J. (David J.), 1950-
Published
Cambridge, Mass. : MIT Press, c2001.
Online
Online book (login required)
Location
Internet Archive >> None
Format
Books / Online
20.
Bioinformatics : the machine learning approach
Author
Baldi, Pierre
Published
Cambridge, Mass. : MIT Press, c1998.
Online
Online book (login required)
Location
Internet Archive >> None
Format
Books / Online
21.
Bioinformatics : the machine learning approach
Author
Baldi, Pierre
Published
Cambridge, Mass. : MIT Press, c1998.
Location
MARX Library >> QH506 B35X 1998
Format
Books
22.
Reinforcement learning : an introduction
Author
Sutton, Richard S.
Published
Cambridge, Mass. : MIT Press, c1998.
Location
SML, Stacks, LC Classification >> Q325.6 S88 1998 (LC)
SML, Stacks, LC Classification >> Q325.6 S88 1998 (LC)
Format
Books
23.
Introduction to statistical relational learning
Published
Cambridge, Mass. : MIT Press, c2007.
Online
Table of contents only
Location
Library Shelving Facility (LSF) >> QA76.9.D3 I68X 2007 (LC)
Format
Books
24.
Elements of causal inference foundations and learning algorithms
Author
Peters, Jonas, 1984-
Published
Cambridge, Massachusetts : The MIT Press, [2017]
Online
Online book
Location
Yale Internet Resource >> None
Format
Books / Online
25.
The minimum description length principle
Author
Grünwald, Peter D.
Published
Cambridge, Mass. : MIT Press, c2007.
Online
Online book
Location
Yale Internet Resource >> None
Format
Books / Online