7 search results - page 1 / 2 » Online Learning in Adversarial Lipschitz Environments |
PKDD
2010
Springer
13 years 2 months ago
2010
Springer
ALT
2010
Springer
13 years 6 months ago
2010
Springer
: In many prediction problems, including those that arise in computer security and computational finance, the process generating the data is best modeled as an adversary with whom ...
AAAI
2008
13 years 7 months ago
2008
We examine online learning in the context of the Wisconsin Card Sorting Task (WCST), a task for which the concept acquisition strategies for human and other primates are well docu...
OSDI
2008
ACM
14 years 5 months ago
2008
ACM
Internet routing is mostly based on static information-it's dynamicity is limited to reacting to changes in topology. Adaptive performance-based routing decisions would not o...
ALT
2005
Springer
14 years 1 months ago
2005
Springer
This paper shows how universal learning can be achieved with expert advice. To this aim, we specify an experts algorithm with the following characteristics: (a) it uses only feedba...