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ICGI
2010
Springer
13 years 4 months ago
Rademacher Complexity and Grammar Induction Algorithms: What It May (Not) Tell Us
Abstract. This paper revisits a problem of the evaluation of computational grammatical inference (GI) systems and discusses what role complexity measures can play for the assessmen...
Sophia Katrenko, Menno van Zaanen
RSFDGRC
2005
Springer
208views Data Mining» more  RSFDGRC 2005»
13 years 11 months ago
On the Complexity of Probabilistic Inference in Singly Connected Bayesian Networks
Abstract. In this paper, we revisit the consensus of computational complexity on exact inference in Bayesian networks. We point out that even in singly connected Bayesian networks,...
Dan Wu, Cory J. Butz
HPCC
2007
Springer
14 years 13 days ago
Parallel Database Sort and Join Operations Revisited on Grids
Based on the renowned method of Bitton et al. (see [1]) we develop a concise but comprehensive analytical model for the well-known Binary Merge Sort, Bitonic Sort, Nested-Loop Join...
Werner Mach, Erich Schikuta
AAAI
2012
11 years 8 months ago
The Complexity of Planning Revisited - A Parameterized Analysis
The early classifications of the computational complexity of planning under various restrictions in STRIPS (Bylander) and SAS+ (B¨ackstr¨om and Nebel) have influenced followin...
Christer Bäckström, Yue Chen, Peter Jons...