- Shuichi Kurogi, Yoichiro Yamashita, Hikaru Yoshikawa, Kotaro Hirayama:
Accuracy Improvement of Localization and Mapping of ICP-SLAM via Competitive Associative Nets and Leave-One-Out Cross-Validation. ICONIP (2) 2014: 160-169 - 2011
- Shuichi Kurogi, Tomokazu Nagi, Shoichi Yoshinaga, Hideaki Koya, Takeshi Nishida:
Multiview Range Image Registration Using Competitive Associative Net and Leave-One-Image-Out Cross-Validation Error. ICONIP (3) 2011: 621-628 - 2010
- Jingheng Wu, Juan Mei, Sixiang Wen, Siyan Liao, Jincan Chen, Yong Shen:
A self-adaptive genetic algorithm-artificial neural network algorithm with leave-one-out cross validation for descriptor selection in QSAR study. J. Comput. Chem. 31(10): 1956-1968 (2010) - Jin Yuan, Yanming Li, Chengliang Liu, Xuan F. Zha:
Leave-One-Out Cross-Validation Based Model Selection for Manifold Regularization. ISNN (1) 2010: 457-464 - Leave-One-Out Cross-Validation. Encyclopedia of Machine Learning 2010: 600-601
- 2008
- Masayuki Karasuyama, Ryohei Nakano:
Optimizing Sparse Kernel Ridge Regression hyperparameters based on leave-one-out cross-validation. IJCNN 2008: 3463-3468 - 2006
- Liefeng Bo, Ling Wang, Licheng Jiao:
Feature Scaling for Kernel Fisher Discriminant Analysis Using Leave-One-Out Cross Validation. Neural Comput. 18(4): 961-978 (2006) - Gavin C. Cawley:
Leave-One-Out Cross-Validation Based Model Selection Criteria for Weighted LS-SVMs. IJCNN 2006: 1661-1668 - 2004
- Gavin C. Cawley, Nicola L. C. Talbot:
Fast exact leave-one-out cross-validation of sparse least-squares support vector machines. Neural Networks 17(10): 1467-1475 (2004) - K. W. Lau, Q. H. Wu:
Leave one support vector out cross validation for fast estimation of generalization errors. Pattern Recognit. 37(9): 1835-1840 (2004) - 2003
- Gavin C. Cawley, Nicola L. C. Talbot:
Efficient leave-one-out cross-validation of kernel fisher discriminant classifiers. Pattern Recognit. 36(11): 2585-2592 (2003) - 2002
- Kamel Saadi, Gavin C. Cawley, Nicola L. C. Talbot:
Fast exact leave-one-out cross-validation of least-squares Support Vector Machines. ESANN 2002: 149-154 - 2001
- Tong Zhang:
A Leave-One-out Cross Validation Bound for Kernel Methods with Applications in Learning. COLT/EuroCOLT 2001: 427-443 - 1999
- Michael J. Kearns, Dana Ron:
Algorithmic Stability and Sanity-Check Bounds for Leave-One-Out Cross-Validation. Neural Comput. 11(6): 1427-1453 (1999) - 1997
- Andrew J. Myles, Alan F. Murray, A. Robin Wallace, John Barnard, Gordon Smith:
Estimating MLP Generalisation Ability without a Test Set using Fast, Approximate Leave-one-out Cross-validation. Neural Comput. Appl. 5(3): 134-151 (1997) - Michael J. Kearns, Dana Ron:
Algorithmic Stability and Sanity-Check Bounds for Leave-one-Out Cross-Validation. COLT 1997: 152-162 - 1996
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PAC-Like Upper Bounds for the Sample Complexity of Leave-one-Out Cross-Validation. COLT 1996: 41-50