617 search results - page 2 / 124 » Optimal Distributed Online Prediction using Mini-Batches |
IPSN
2010
Springer
14 years 20 hour 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...
AUTOMATICA
2010
13 years 4 months ago
2010
: The guarantee of feasibility given feasibility at initial time is an issue that has been overlooked by many of the recent papers on stochastic model predictive control. Effective...
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 ...
CLUSTER
2002
IEEE
13 years 5 months ago
2002
IEEE
Abstract. We describe and evaluate the Running Time Advisor (RTA), a system that can predict the running time of a compute-bound task on a typical shared, unreserved commodity host...
JMLR
2008
13 years 5 months ago
2008
We describe and analyze an algorithmic framework for online classification where each online trial consists of multiple prediction tasks that are tied together. We tackle the prob...