77 search results - page 9 / 16 » Approximation Lasso Methods for Language Modeling |
115
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ICML
2010
IEEE
15 years 21 days ago
2010
IEEE
Many temporal processes can be naturally modeled as a stochastic system that evolves continuously over time. The representation language of continuous-time Bayesian networks allow...
115
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IR
2011
14 years 3 months ago
2011
We review the history of modeling score distributions, focusing on the mixture of normal-exponential by investigating the theoretical as well as the empirical evidence supporting i...
APLAS
2004
ACM
15 years 3 months ago
2004
ACM
This paper shows how type effect systems can be combined with model-checking techniques to produce powerful, automatically verifiable program logics for higher-order programs. The ...
154
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JMLR
2012
13 years 2 months ago
2012
We consider the task of estimating, from observed data, a probabilistic model that is parameterized by a finite number of parameters. In particular, we are considering the situat...
NLDB
2007
Springer
15 years 5 months ago
2007
Springer
Abstract. In this paper, we target document ranking in a highly technical field with the aim to approximate a ranking that is obtained through an existing ontology (knowledge stru...