Advanced structured prediction

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Bibliographic Details
Other Authors: Nowozin, Sebastian, 1980- (Editor)
Format: eBook
Language: English
Published: Cambridge, MA : The MIT Press, [2014]
Series: Neural information processing series.
Subjects:
Machine learning.
Computer algorithms.
Data structures (Computer science)
elektronické knihy
electronic books
ISBN: 9780262322959
9780262028370
Physical Description: 1 online zdroj (ix, 415 pages) : illustrations.

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Table of contents

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245 0 0 |a Advanced structured prediction /  |c edited by Sebastian Nowozin, Peter V. Gehler, Jeremy Jancsary, and Christoph H. Lampert. 
264 1 |a Cambridge, MA :  |b The MIT Press,  |c [2014] 
300 |a 1 online zdroj (ix, 415 pages) :  |b illustrations. 
336 |a text  |b txt  |2 rdacontent 
337 |a počítač  |b c  |2 rdamedia 
338 |a online zdroj  |b cr  |2 rdacarrier 
490 1 |a Neural information processing series 
504 |a Includes bibliographical references and index. 
505 0 0 |t Introduction to structured prediction /  |r S. Nowozin, P.V. Gehler, J. Jancsary, and C.H. Lampert --  |t The power of LP relaxation for MAP inference /  |r S. Živný, T. Werner, and D. Průša --  |t AD³, a fast decoder for structured prediction /  |r A. Martins --  |t Generalized sequential tree-reweighted message passing /  |r T. Schoenemann and V. Kolmogorov --  |t Smoother coordinate descent for MAP inference /  |r O. Meshi, T. Jaakkola, and A. Globerson --  |t Getting feasible variable estimates from infeasible ones /  |r B. Savchynskyy and S. Schmidt --  |t Perturb-and-MAP random fields /  |r G. Papandreou and A. Yuille --  |t Herding for structure prediction /  |r Y. Chen, A.E. Gelfand, and M. Welling. 
505 8 0 |t Training structure predictors through iterated logistic regression /  |r J. Domke --  |t PAC-Bayesian risk bounds and learning algorithms for the regression approach to structured output prediction /  |r S. Giguère, F. Laviolette, M. Marchand, and A. Rolland --  |t Optimizing the measure of performance /  |r K. Keshet --  |t Structured learning from cheap data /  |r X. Lou, M. Kloft, G. Rätsch, and F.A. Hamprecht --  |t Dynamic structure model selection /  |r D. Weiss and B. Taskar --  |t Structured prediction from event detection /  |r M. Hoai and F. de la Terre --  |t Structured prediction for object boundary detection in images /  |r S. Todorovic --  |t Genome annotation with structure output learning /  |r J. Behr, G. Schweikert, and G. Rätsch. 
590 |a IEEE  |b MIT Press eBooks Library-Computing & Engineering Collection Complete 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty univerzity 
650 0 |a Machine learning. 
650 0 |a Computer algorithms. 
650 0 |a Data structures (Computer science) 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
700 1 |a Nowozin, Sebastian,  |d 1980-  |e editor. 
776 0 8 |i Print version:  |t Advanced structured prediction  |z 9780262028370  |w (DLC) 2014013235  |w (OCoLC)878501854 
830 0 |a Neural information processing series. 
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992 |a BK  |c EBOOK-TN  |c MITPRESS 
999 |c 80309  |d 80309 
993 |x NEPOSILAT  |y EIZ 

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