77 search results - page 4 / 16 » Approximation Lasso Methods for Language Modeling |
117
Voted
ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
Large-scale logistic regression arises in many applications such as document classification and natural language processing. In this paper, we apply a trust region Newton method t...
126
Voted
ACL
1997
15 years 2 months ago
1997
Although adequate models of human language for syntactic analysis and semantic interpretation are of at least contextfree complexity, for applications such as speech processing in...
106
Voted
EUROCRYPT
1999
Springer
15 years 5 months ago
1999
Springer
A recoding rule for exponentiation is a method for reducing the cost of the exponentiation ae by reducing the number of required multiplications. If w(e) is the (hamming) weight of...
243
Voted
JMLR
2012
13 years 3 months ago
2012
This paper considers additive factorial hidden Markov models, an extension to HMMs where the state factors into multiple independent chains, and the output is an additive function...
130
Voted
SIGMOD
2011
ACM
14 years 4 months ago
2011
ACM
We demonstrate a system for querying probabilistic XML documents with simple XPath queries. A user chooses between a variety of query answering techniques, both exact and approxim...