3050 search results - page 113 / 610 » On-line Algorithms in Machine Learning |
129
Voted
ECML
2003
Springer
15 years 9 months ago
2003
Springer
In multi-instance learning, the training set comprises labeled bags that are composed of unlabeled instances, and the task is to predict the labels of unseen bags. Through analyzin...
133
Voted
ACL
2008
15 years 5 months ago
2008
In this paper, we propose a linguistically annotated reordering model for BTG-based statistical machine translation. The model incorporates linguistic knowledge to predict orders ...
154
Voted
ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
We present an on-line learning framework tailored towards real-time learning from observed user behavior in search engines and other information retrieval systems. In particular, ...
132
Voted
MLG
2007
Springer
15 years 9 months ago
2007
Springer
Abstract. There are many connections between graph mining and inductive logic programming (ILP), or more generally relational learning. Up till now these connections have mostly be...
115
Voted
ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
We introduce a natural generalization of submodular set cover and exact active learning with a finite hypothesis class (query learning). We call this new problem interactive submo...