1172 search results - page 93 / 235 » From Data Distributions to Regularization in Invariant Learn... |
221
click to vote
ICDCS
2010
IEEE
15 years 2 months ago
2010
IEEE
As Cloud Computing becomes prevalent, sensitive information are being increasingly centralized into the cloud. For the protection of data privacy, sensitive data has to be encrypte...
172
click to vote
ACL
2008
15 years 7 months ago
2008
This paper presents a semi-supervised training method for linear-chain conditional random fields that makes use of labeled features rather than labeled instances. This is accompli...
145
click to vote
SADM
2010
15 years 3 months ago
2010
: Seriation is an exploratory combinatorial data analysis technique to reorder objects into a sequence along a one-dimensional continuum so that it best reveals regularity and patt...
129
click to vote
JMLR
2010
15 years 8 days ago
2010
Reliable estimation of the classification performance of learned predictive models is difficult, when working in the small sample setting. When dealing with biological data it is ...
180
click to vote
ICML
2007
IEEE
16 years 6 months ago
2007
IEEE
Supervised learning is difficult with high dimensional input spaces and very small training sets, but accurate classification may be possible if the data lie on a low-dimensional ...