624 search results - page 2 / 125 » The Tradeoffs of Large Scale Learning |
ML
2007
ACM
13 years 4 months ago
2007
ACM
PPL
2008
13 years 4 months ago
2008
This paper is concerned with the scalability of large-scale grid monitoring and information services, which are mainly used for the discovery of resources of interest. Large-scale...
GECCO
2005
Springer
13 years 10 months ago
2005
Springer
This article describes a mathematical framework for characterizing cooperativity in complex systems subject to evolutionary pressures. This framework uses three foundational compo...
NIPS
2003
13 years 5 months ago
2003
We consider situations where training data is abundant and computing resources are comparatively scarce. We argue that suitably designed online learning algorithms asymptotically ...
AIIDE
2006
13 years 6 months ago
2006
This paper investigates the challenges posed by the application of reinforcement learning to large-scale strategy games. In this context, we present steps and techniques which syn...