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NN
2006
Springer
127views Neural Networks» more  NN 2006»
15 years 11 days ago
The asymptotic equipartition property in reinforcement learning and its relation to return maximization
We discuss an important property called the asymptotic equipartition property on empirical sequences in reinforcement learning. This states that the typical set of empirical seque...
Kazunori Iwata, Kazushi Ikeda, Hideaki Sakai
85
Voted
FOSSACS
2009
Springer
15 years 7 months ago
On the Foundations of Quantitative Information Flow
There is growing interest in quantitative theories of information flow in a variety of contexts, such as secure information flow, anonymity protocols, and side-channel analysis. ...
Geoffrey Smith
96
Voted
SAC
2005
ACM
15 years 6 months ago
An information theoretic histogram for single dimensional selectivity estimation
: We study the problem of one dimensional selectivity estimation in relational databases. We introduce a new type of histogram based on information theory. We compare our histogram...
Chris Giannella, Bassem Sayrafi
ICDE
2006
IEEE
428views Database» more  ICDE 2006»
16 years 1 months ago
Integrating Unstructured Data into Relational Databases
In this paper we present a system for automatically integrating unstructured text into a multi-relational database using state-of-the-art statistical models for structure extracti...
Imran R. Mansuri, Sunita Sarawagi
IJBC
2006
49views more  IJBC 2006»
15 years 13 days ago
Bifurcation Analysis of a Circuit-Related Generalization of the Shipmap
In this paper a three-parameter bifurcation analysis of a piecewise-affine map is carried out. Such a map derives from a well-known map which has good features from its circuit im...
Federico Bizzarri, Marco Storace, Laura Gardini