3204 search results - page 9 / 641 » Online Learning with Constraints |
90
Voted
IPSN
2010
Springer
15 years 5 months ago
2010
Springer
A key problem in sensor networks is to decide which sensors to query when, in order to obtain the most useful information (e.g., for performing accurate prediction), subject to co...
85
Voted
ICMAS
2000
15 years 8 days ago
2000
We present a concept to use off-line learning approaches to achieve on-line learning of cooperative behavior of agents and instantiate this concept for evolutionary learning with ...
88
Voted
NIPS
2008
15 years 11 days 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...
75
Voted
CCS
2009
ACM
15 years 5 months ago
2009
ACM
We propose a framework for quantitative security analysis of machine learning methods. Key issus of this framework are a formal specification of the deployed learning model and a...
93
Voted
ALT
2010
Springer
15 years 14 days ago
2010
Springer
We consider the problem of inferring the most likely social network given connectivity constraints imposed by observations of outbreaks within the network. Given a set of vertices ...