19th International Conference on Algorithmic Learning Theory, ALT 2008, Proceedings (2008)
Freund, Y., Gyorfi, Laszlo, Turán, Gy., Zeugmann, T.
This volume contains papers presented at the 19th International Conference on Algorithmic Learning Theory (ALT 2008), which was held in Budapest, Hungary during October 13–16, 2008. The conference...
S. Bhowmick, V. Eijkhout, Y. Freund, E. Fuentes, D. Keyes, Sanjukta Bhowmick (corresponding, ...
Abstract. Many fundamental and resource-intensive tasks in scientific computing, such as solving linear systems, can be approached through multiple algorithms. Using an algorithm well adapted to...
Nonparametric Independence Tests: Space Partitioning and Kernel Approaches (2008)
Gretton, A., Györfi, L., Freund, Y., Györfi, L., Turán, G., Zeugmann, T.
Three simple and explicit procedures for testing the independence of two multi-dimensional random variables are described. Two of the associated test statistics (L1, log-likelihood) are defined when...
On-line prediction and conversion strategies (1996)
N. Cesa-bianchi, Y. Freund, D. P. Helmbold, M. Warmuth
We study the problem of deterministically predicting boolean values by combining the boolean predictions of several experts. Previous on-line algorithms for this problem predict with the weighted...