2621 search results - page 23 / 525 » Generalized Algorithms for Constructing Statistical Language... |
JMLR
2012
11 years 11 months ago
2012
Constructing tractable dependent probability distributions over structured continuous random vectors is a central problem in statistics and machine learning. It has proven diffic...
BMCBI
2008
13 years 8 months ago
2008
Background: With the advent of high throughput biotechnology data acquisition platforms such as micro arrays, SNP chips and mass spectrometers, data sets with many more variables ...
AAAI
2006
13 years 10 months ago
2006
Embedding algorithms are a method for revealing low dimensional structure in complex data. Most embedding algorithms are designed to handle objects of a single type for which pair...
PLPV
2009
ACM
14 years 5 months ago
2009
ACM
We propose a new way to reason about general recursive functional programs in the dependently typed programming language Agda, which is based on Martin-L¨of’s intuitionistic ty...
COLING
2010
13 years 3 months ago
2010
We propose a structure called dependency forest for statistical machine translation. A dependency forest compactly represents multiple dependency trees. We develop new algorithms ...