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COLT
1994
Springer
15 years 5 months ago
Rigorous Learning Curve Bounds from Statistical Mechanics
In this paper we introduce and investigate a mathematically rigorous theory of learning curves that is based on ideas from statistical mechanics. The advantage of our theory over ...
David Haussler, H. Sebastian Seung, Michael J. Kea...
EH
2004
IEEE
106views Hardware» more  EH 2004»
15 years 5 months ago
How to Evolve the Head-Tail Pattern from Reaction-Diffusion Systems
The possible application of evolving artificial embryos to build functional machinery is a promising area of research. Unfortunately, there are still many fundamental problems to ...
Felix Streichert, Christian Spieth, Holger Ulmer, ...
AGP
1998
IEEE
15 years 5 months ago
The Correctness of Set-Sharing
It is important that practical data flow analysers are backed bly proven theoretical results. Abstract interpretation provides a sound mathematical framework and necessary generic ...
Patricia M. Hill, Roberto Bagnara, Enea Zaffanella
ISAAC
1995
Springer
135views Algorithms» more  ISAAC 1995»
15 years 5 months ago
The I/O - Complexity of Ordered Binary - Decision Diagram Manipulation
Ordered Binary-Decision Diagrams (OBDD) are the state-of-the-art data structure for boolean function manipulation and there exist several software packages for OBDD manipulation. ...
Lars Arge
CDC
2009
IEEE
123views Control Systems» more  CDC 2009»
15 years 4 months ago
Dealing with stochastic reachability
Abstract— For stochastic hybrid systems, stochastic reachability is very little supported mainly because of complexity and difficulty of the associated mathematical problems. In...
Manuela L. Bujorianu