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Machine Learning, Volume 77, 2009

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Volume 77, Number 1, October 2009

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Yair Goldberg, Yaacov Ritov:
Local procrustes for manifold embedding: a measure of embedding quality and embedding algorithms. 1-25
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  - journals/ml/JoachimsFY09
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Thorsten Joachims, Thomas Finley, Chun-Nam John Yu:
Cutting-plane training of structural SVMs. 27-59
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Bei Hui, Ying Yang, Geoffrey I. Webb:
Anytime classification for a pool of instances. 61-102
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David J. Hand:
Measuring classifier performance: a coherent alternative to the area under the ROC curve. 103-123
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  - journals/ml/ZimmermannR09
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Albrecht Zimmermann, Luc De Raedt:
Cluster-grouping: from subgroup discovery to clustering. 125-159

Volume 77, Numbers 2-3, December 2009

Special Issue on Structured Prediction

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

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