336 search results - page 22 / 68 » Domain Adaptation: A Small Sample Statistical Approach |
149
click to vote
JMLR
2011
14 years 6 months ago
2011
A widely agreed upon definition of time series causality inference, established in the seminal 1969 article of Clive Granger (1969), is based on the relative ability of the histor...
ECML
2007
Springer
15 years 6 months ago
2007
Springer
Abstract. Statistical debugging uses machine learning to model program failures and help identify root causes of bugs. We approach this task using a novel Delta-Latent-Dirichlet-Al...
119
click to vote
APVIS
2010
15 years 26 days ago
2010
It is a difficult task to design transfer functions for noisy data. In traditional transfer-function spaces, data values of different materials overlap. In this paper we introduce...
89
Voted
ACL
2006
15 years 1 months ago
2006
Short Messaging Service (SMS) texts behave quite differently from normal written texts and have some very special phenomena. To translate SMS texts, traditional approaches model s...
118
click to vote
ML
2012
ACM
13 years 7 months ago
2012
ACM
The ratio of two probability densities can be used for solving various machine learning tasks such as covariate shift adaptation (importance sampling), outlier detection (likeliho...