4660 search results - page 707 / 932 » Learning from imperfect data |
169
Voted
SIGMOD
2006
ACM
16 years 26 days ago
2006
ACM
Relational XQuery systems try to re-use mature relational data management infrastructures to create fast and scalable XML database technology. This paper describes the main featur...
99
Voted
ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
We propose a max-margin formulation for the multi-label classification problem where the goal is to tag a data point with a set of pre-specified labels. Given a set of L labels, a...
93
Voted
ML
2008
ACM
15 years 20 days ago
2008
ACM
Let f be a function on Rd that is monotonic in every variable. There are 2d possible assignments to the directions of monotonicity (two per variable). We provide sufficient condit...
114
Voted
ICCV
2009
IEEE
16 years 5 months ago
2009
IEEE
Learning to cope with domain change has been known
as a challenging problem in many real-world applications.
This paper proposes a novel and efficient approach, named
domain ada...
128
Voted
KDD
2009
ACM
16 years 1 months ago
2009
ACM
When labeled examples are limited and difficult to obtain, transfer learning employs knowledge from a source domain to improve learning accuracy in the target domain. However, the...