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100
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JC
2006
53views more  JC 2006»
15 years 2 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
78
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ANLP
2000
77views more  ANLP 2000»
15 years 4 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...
115
Voted
CANDC
2000
ACM
15 years 2 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...
150
Voted
JMLR
2012
13 years 5 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
117
Voted
ATAL
2006
Springer
15 years 6 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