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COLT
1997
Springer
15 years 11 months ago
Algorithmic Stability and Sanity-Check Bounds for Leave-one-Out Cross-Validation
: In this paper we prove sanity-check bounds for the error of the leave-one-out cross-validation estimate of the generalization error: that is, bounds showing that the worst-case e...
Michael J. Kearns, Dana Ron
ECP
1997
Springer
103views Robotics» more  ECP 1997»
15 years 11 months ago
Plan-Refinement Strategies and Search-Space Size
During the planning process, a planner may have many options for refinements to perform on the plan being developed. The planner’s efficiency depends on how it chooses which ref...
Reiko Tsuneto, Dana S. Nau, James A. Hendler
EUROCOLT
1997
Springer
15 years 11 months ago
Vapnik-Chervonenkis Dimension of Recurrent Neural Networks
Most of the work on the Vapnik-Chervonenkis dimension of neural networks has been focused on feedforward networks. However, recurrent networks are also widely used in learning app...
Pascal Koiran, Eduardo D. Sontag
RTAS
1996
IEEE
15 years 11 months ago
Efficient worst case timing analysis of data caching
Recent progress in worst case timing analysis of programs has made it possible to perform accurate timing analysis of pipelined execution and instruction caching, which is necessa...
Sung-Kwan Kim, Sang Lyul Min, Rhan Ha
FM
1997
Springer
258views Formal Methods» more  FM 1997»
15 years 11 months ago
Consistent Graphical Specification of Distributed Systems
: The widely accepted possible benefits of formal methods on the one hand and their minor use compared to informal or graphical description techniques on the other hand have repeat...
Franz Huber, Bernhard Schätz, Geralf Einert
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