Computational learning theory. 15th annual conference, COLT 2002, Sydney, Australia, July 8--10, 2002. Proceedings
type: Item
instance of: scholarly article
title: Computational learning theory. 15th annual conference, COLT 2002, Sydney, Australia, July 8--10, 2002. Proceedings
zbMATH Open document ID: 0992.00045
published in: Lecture Notes in Computer Science
publication date: 2002-08-27T00:00:00Z
review text: The articles of mathematical interest will be reviewed individually. The preceding conference (14th, 2001) has been reviewed (see Zbl 0969.00077). Indexed articles: \textit{Mendelson, Shahar; Williamson, Robert C.}, Agnostic learning nonconvex function classes, 1-13 [Zbl 1050.68072] \textit{Mendelson, Shahar; Vershynin, Roman}, Entropy, combinatorial dimensions and random averages, 14-28 [Zbl 1050.68071] \textit{Mendelson, Shahar}, Geometric parameters of kernel machines, 29-43 [Zbl 1050.68070] \textit{Bartlett, Peter L.; Bousquet, Olivier; Mendelson, Shahar}, Localized Rademacher complexities, 44-58 [Zbl 1050.68054] \textit{Bousquet, Olivier; Koltchinskii, Vladimir; Panchenko, Dmitriy}, Some local measures of complexity of convex hulls and generalization bounds, 59-73 [Zbl 1050.68055] \textit{Takimoto, Eiji; Warmuth, Manfred K.}, Path kernels and multiplicative updates, 74-89 [Zbl 1050.68078] \textit{Vyugin, Michael V.; V'yugin, Vladimir V.}, Predictive complexity and information, 90-104 [Zbl 1050.68080] \textit{Kalnishkan, Yuri; Vyugin, Michael V.}, Mixability and the existence of weak complexities, 105-120 [Zbl 1050.68067] \textit{Cesa-Bianchi, Nicolò; Conconi, Alex; Gentile, Claudio}, A second-order Perceptron algorithm, 121-137 [Zbl 1050.68573] \textit{Mesterharm, Chris}, Tracking linear-threshold concepts with Winnow, 138-152 [Zbl 1050.68582] \textit{Fernau, Henning}, Learning tree languages from text, 153-168 [Zbl 1050.68060] \textit{Suzuki, Yusuke; Akanuma, Ryuta; Shoudai, Takayoshi; Miyahara, Tetsuhiro; Uchida, Tomoyuki}, Polynomial time inductive inference of ordered tree patterns with internal structured variables from positive data, 169-184 [Zbl 1050.68077] \textit{de la Higuera, Colin; Oncina, Jose}, Inferring deterministic linear languages, 185-200 [Zbl 1050.68085] \textit{Zilles, Sandra}, Merging uniform inductive learners, 201-215 [Zbl 1050.68083] \textit{Schmidhuber, Jürgen}, The Speed Prior: A new simplicity measure yielding near-optimal computable…
Mathematics Subject Classification ID: 00B25
Mathematics Subject Classification ID: 68-06
Mathematics Subject Classification ID: 68Q32
zbMATH DE Number: 1789472
zbMATH Keywords: Sydney (Australia)
zbMATH Keywords: Proceedings
zbMATH Keywords: Conference
zbMATH Keywords: COLT 2002
zbMATH Keywords: Computational learning theory
MaRDI profile type: Publication
description: scientific article; zbMATH DE number 1789472