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JC
2006
53views more  JC 2006»
13 years 7 months ago
The randomized information complexity of elliptic PDE
We study the information complexity in the randomized setting of solving a general elliptic PDE of order 2m in a smooth, bounded domain Q Rd with smooth coefficients and homogene...
Stefan Heinrich
ANLP
2000
77views more  ANLP 2000»
13 years 9 months ago
A Representation for Complex and Evolving Data Dependencies in Generation
This paper introduces an approach to representing the kinds of information that components in a natural language generation (NLG) system will need to communicate to one another. T...
Chris Mellish, Roger Evans, Lynne J. Cahill, Chris...
CANDC
2000
ACM
13 years 7 months ago
Sequence Complexity for Biological Sequence Analysis
A new statistical model for DNA considers a sequence to be a mixture of regions with little structure and regions that are approximate repeats of other subsequences, i.e. instance...
Lloyd Allison, Linda Stern, Timothy Edgoose, Trevo...
JMLR
2012
11 years 10 months ago
Sample Complexity of Composite Likelihood
We present the first PAC bounds for learning parameters of Conditional Random Fields [12] with general structures over discrete and real-valued variables. Our bounds apply to com...
Joseph K. Bradley, Carlos Guestrin
ATAL
2006
Springer
13 years 11 months ago
The complexity of model checking concurrent programs against CTLK specifications
This paper presents complexity results for model checking concurrent programs against temporal-epistemic formulae. We apply these results to evaluate the complexity of verifying p...
Alessio Lomuscio, Franco Raimondi