Theoretical and Experimental Evaluation of the Subspace Information Criterion (English)
- New search for: Sugiyama, M.
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- New search for: Sugiyama, M.
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In:
Special Issue: New Methods for Model Selection and Model Combination
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25-50
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2002
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ISSN:
- Article (Journal) / Print
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Title:Theoretical and Experimental Evaluation of the Subspace Information Criterion
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Contributors:
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Published in:MACHINE LEARNING -BOSTON- ; 48 ; 25-50
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Publisher:
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Publication date:2002-01-01
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Size:26 pages
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ISSN:
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Type of media:Article (Journal)
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Type of material:Print
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Language:English
- New search for: 006.31
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Classification:
DDC: 006.31 -
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Table of contents – Volume 48
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 5
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Guest Introduction: Special Issue on New Methods for Model Selection and Model CombinationBengio, Yoshua / Schuurmans, Dale et al. | 2002
- 9
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Model Selection for Small Sample RegressionChapelle, Olivier / Vapnik, Vladimir / Bengio, Yoshua et al. | 2002
- 25
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Theoretical and Experimental Evaluation of the Subspace Information CriterionSugiyama, Masashi / Ogawa, Hidemitsu et al. | 2002
- 51
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Metric-Based Methods for Adaptive Model Selection and RegularizationSchuurmans, Dale / Southey, Finnegan et al. | 2002
- 85
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Model Selection and Error EstimationBartlett, Peter L. / Boucheron, Stéphane / Lugosi, Gábor et al. | 2002
- 115
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Statistical Properties and Adaptive Tuning of Support Vector MachinesLin, Yi / Wahba, Grace / Zhang, Hao / Lee, Yoonkyung et al. | 2002
- 137
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Structural Modelling with Sparse KernelsGunn, S.R. / Kandola, J.S. et al. | 2002
- 165
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Kernel Matching PursuitVincent, Pascal / Bengio, Yoshua et al. | 2002
- 189
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Sparse Regression Ensembles in Infinite and Finite Hypothesis SpacesRätsch, Gunnar / Demiriz, Ayhan / Bennett, Kristin P. et al. | 2002
- 219
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On the Existence of Linear Weak Learners and Applications to BoostingMannor, Shie / Meir, Ron et al. | 2002
- 253
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Logistic Regression, AdaBoost and Bregman DistancesCollins, Michael / Schapire, Robert E. / Singer, Yoram et al. | 2002
- 287
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Estimating Generalization Error on Two-Class Datasets Using Out-of-Bag EstimatesBylander, Tom et al. | 2002
- 299
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Bayesian Treed ModelsChipman, Hugh A. / George, Edward I. / McCulloch, Robert E. et al. | 2002
- 321
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Decision Region Connectivity Analysis: A Method for Analyzing High-Dimensional ClassifiersMelnik, Ofer et al. | 2002