Volume 77, Issue 2-3 | Machine Learning

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Volume 77, Issue 2-3

December 2009

Special Issue on Structured Prediction; Guest Editors: Charles Parker, Yasemin Altun, and Prasad Tadepalli

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7 articles in this issue

Guest editorial: special issue on structured prediction
Charles Parker
Yasemin Altun
Prasad Tadepalli
Editorial Open access 29 September 2009 Pages: 161 - 164
Piecewise training for structured prediction
Charles Sutton
Andrew McCallum
OriginalPaper Open access 16 June 2009 Pages: 165 - 194
Periodic step-size adaptation in second-order gradient descent for single-pass on-line structured learning
Chun-Nan Hsu
Han-Shen Huang
Yuh-Jye Lee
OriginalPaper 03 September 2009 Pages: 195 - 224
Generalized isotonic conditional random fields
Yi Mao
Guy Lebanon
OriginalPaper 18 August 2009 Pages: 225 - 248
Structured prediction by joint kernel support estimation
Christoph H. Lampert
Matthew B. Blaschko
OriginalPaper Open access 07 April 2009 Pages: 249 - 269
Structured prediction with reinforcement learning
Francis Maes
Ludovic Denoyer
Patrick Gallinari
OriginalPaper 03 September 2009 Pages: 271 - 301
Training parsers by inverse reinforcement learning
Gergely Neu
Csaba Szepesvári
OriginalPaper 11 April 2009 Pages: 303 - 337