32 search results - page 1 / 7 » From Online to Batch Learning with Cutoff-Averaging |
NIPS
2008
13 years 6 months ago
2008
We present cutoff averaging, a technique for converting any conservative online learning algorithm into a batch learning algorithm. Most online-to-batch conversion techniques work...
COLT
1995
Springer
13 years 8 months ago
1995
Springer
ICML
2007
IEEE
14 years 5 months ago
2007
IEEE
We consider the problem of choosing, sequentially, a map which assigns elements of a set A to a few elements of a set B. On each round, the algorithm suffers some cost associated ...
ICML
2009
IEEE
14 years 5 months ago
2009
IEEE
This paper explores online learning approaches for detecting malicious Web sites (those involved in criminal scams) using lexical and host-based features of the associated URLs. W...
ATAL
2007
Springer
13 years 10 months ago
2007
Springer
Temporal difference reinforcement learning algorithms are perfectly suited to autonomous agents because they learn directly from an agent’s experience based on sequential actio...