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JMLR
2006
107views more  JMLR 2006»
13 years 7 months ago
Bounds for the Loss in Probability of Correct Classification Under Model Based Approximation
In many pattern recognition/classification problem the true class conditional model and class probabilities are approximated for reasons of reducing complexity and/or of statistic...
Magnus Ekdahl, Timo Koski
UAI
2004
13 years 9 months ago
PAC-learning Bounded Tree-width Graphical Models
We show that the class of strongly connected graphical models with treewidth at most k can be properly efficiently PAC-learnt with respect to the Kullback-Leibler Divergence. Prev...
Mukund Narasimhan, Jeff A. Bilmes
TACAS
2010
Springer
342views Algorithms» more  TACAS 2010»
14 years 2 months ago
SAT Based Bounded Model Checking with Partial Order Semantics for Timed Automata
We study the model checking problem of timed automata based on SAT solving. Our work investigates alternative possibilities for coding the SAT reductions that are based on parallel...
Janusz Malinowski, Peter Niebert
BMCBI
2008
67views more  BMCBI 2008»
13 years 8 months ago
Modeling Escherichia coli signal peptidase complex with bound substrate: determinants in the mature peptide influencing signal p
Background: Type I signal peptidases (SPases) are essential membrane-bound serine proteases responsible for the cleavage of signal peptides from proteins that are translocated acr...
Khar Heng Choo, Joo Chuan Tong, Shoba Ranganathan
CRYPTO
2007
Springer
145views Cryptology» more  CRYPTO 2007»
13 years 11 months ago
Secure Identification and QKD in the Bounded-Quantum-Storage Model
We consider the problem of secure identification: user U proves to server S that he knows an agreed (possibly low-entropy) password w, while giving away as little information on w ...
Ivan Damgård, Serge Fehr, Louis Salvail, Chr...