593 search results - page 82 / 119 » Dealing with different distributions in learning from |
208
click to vote
JMLR
2012
13 years 8 months ago
2012
We study the prevalent problem when a test distribution differs from the training distribution. We consider a setting where our training set consists of a small number of sample d...
159
click to vote
ICMLA
2009
15 years 4 months ago
2009
In this paper, we present new probabilistic models for identifying bird species from audio recordings. We introduce the independent syllable model and consider two ways of aggregat...
170
click to vote
ICDM
2009
IEEE
15 years 4 months ago
2009
IEEE
Matrix factorization (MF) models have proved efficient and well scalable for collaborative filtering (CF) problems. Many researchers also present the probabilistic interpretation o...
204
click to vote
SIGSOFT
2010
ACM
15 years 4 months ago
2010
ACM
The transfer of entire projects to offshore locations, the aging and renewal of core developers in legacy products, the recruiting in fast growing Internet companies, and the part...
194
click to vote
PERCOM
2007
ACM
16 years 5 months ago
2007
ACM
Middleware support for pervasive context-aware systems relieves context-aware applications from dealing with the complexity of context-specific operations such as context acquisit...