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COLT
1998
Springer
15 years 10 months ago
Self Bounding Learning Algorithms
Most of the work which attempts to give bounds on the generalization error of the hypothesis generated by a learning algorithm is based on methods from the theory of uniform conve...
Yoav Freund
COLT
1998
Springer
15 years 10 months ago
Learning One-Variable Pattern Languages in Linear Average Time
A new algorithm for learning one-variable pattern languages is proposed and analyzed with respect to its average-case behavior. We consider the total learning time that takes into...
Rüdiger Reischuk, Thomas Zeugmann
DAC
1996
ACM
15 years 10 months ago
Integrating Formal Verification Methods with A Conventional Project Design Flow
We present a formal verification methodology that we have used on a computer system design project. The methodology integrates a temporal logic model checker with a conventional pr...
Ásgeir Th. Eiríksson
VISUALIZATION
1994
IEEE
15 years 10 months ago
Parallel Performance Measures for Volume Ray Casting
We describe a technique for achieving fast volume ray casting on parallel machines, using a load balancing scheme and an e cient pipelined approach to compositing. We propose a ne...
Cláudio T. Silva, Arie E. Kaufman
COLT
1994
Springer
15 years 10 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...