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Prediction and discovery. AMS-IMS-SIAM joint summer research conference on machine and statistical learning: prediction and discovery, Snowbird, UT, USA, June 25–29, 2006. (English) Zbl 1123.62002

Contemporary Mathematics 443. Providence, RI: American Mathematical Society (AMS) (ISBN 978-0-8218-4195-2/pbk). vi, 226 p. (2007).

Show indexed articles as search result.

The articles of this volume will be reviewed individually.
Indexed articles:
Wang, Junhui; Shen, Xiaotong; Pan, Wei, On transductive support vector machines, 7-19 [Zbl 1147.68657]
Deng, Xinwei; Yuan, Ming; Sudjianto, Agus, A note on robust kernel principal component analysis, 21-33 [Zbl 1134.62040]
Liu, Yufeng; Zhang, Hao Helen; Park, Cheolwoo; Ahn, Jeongyoun, The \(L_q\) support vector machine, 35-48 [Zbl 1136.62356]
Wu, Yichao; Liu, Yufeng, On multicategory truncated-hinge-loss support vector machines, 49-58 [Zbl 1145.62049]
Owen, Art B., A robust hybrid of lasso and ridge regression, 59-71 [Zbl 1134.62047]
Kim, Yongdai; Kim, Yuwon; Kim, Jinseog, A gradient descent algorithm for LASSO, 73-82 [Zbl 1134.62046]
Li, Bin; Goel, Prem K., Additive regression trees and smoothing splines – predictive modeling and interpretation in data mining, 83-101 [Zbl 1136.62033]
Fokoué, Ernest Parfait, Estimation of atom prevalence for optimal prediction, 103-129 [Zbl 1136.62026]
Rudin, Cynthia; Schapire, Robert E.; Daubechies, Ingrid, Precise statements of convergence for AdaBoost and arc-gv, 131-145 [Zbl 1141.68722]
Marsolo, Keith; Parthasarathy, Srinivasan; Twa, Michael; Bullimore, Mark, Ensemble-learning by model-based spatial averaging, 147-164 [Zbl 1135.62052]
Zou, Hui; Zhu, Ji; Rosset, Saharon; Hastie, Trevor, Automatic bias correction methods in semi-supervised learning, 165-175 [Zbl 1134.62043]
Wang, Sijian; Zhu, Ji, Variable selection for model-based high-dimensional clustering, 177-192 [Zbl 1134.62042]
Pan, Wei; Shen, Xiaotong, Semi-supervised learning via constraints, 193-204 [Zbl 1135.62035]
Steinbach, Michael; Tan, Pang-Ning; Xiong, Hui; Kumar, Vipin, Objective measures for association pattern analysis, 205-226 [Zbl 1134.62002]

MSC:

62-06 Proceedings, conferences, collections, etc. pertaining to statistics
00B25 Proceedings of conferences of miscellaneous specific interest
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