1172 search results - page 90 / 235 » From Data Distributions to Regularization in Invariant Learn... |
134
Voted
FLAIRS
2008
15 years 6 months ago
2008
Children are facile at both discovering word boundaries and using those words to build higher-level structures in tandem. Current research treats lexical acquisition and grammar i...
188
Voted
JMLR
2012
13 years 6 months ago
2012
This paper studies issues relating to the parameterization of probability distributions over binary data sets. Several such parameterizations of models for binary data are known, ...
121
click to vote
ICML
2005
IEEE
16 years 4 months ago
2005
IEEE
There is a range of potential applications of Machine Learning where it would be more useful to predict the probability distribution for a variable rather than simply the most lik...
134
Voted
KDD
2010
ACM
15 years 5 months ago
2010
ACM
Dimensionality reduction plays an important role in many data mining applications involving high-dimensional data. Many existing dimensionality reduction techniques can be formula...
104
Voted
SETN
2004
Springer
15 years 9 months ago
2004
Springer
In this paper we propose an automatic mechanism for annotating XML documents. This mechanism relies on a simple data model whose main features are: (1) a modeling of XML documents ...