363 search results - page 67 / 73 » GraphLab: A New Framework for Parallel Machine Learning |
GRID
2005
Springer
14 years 1 months ago
2005
Springer
— To date, only Linux-/UNIX-based hosts have been participants in the Grid vision for seamless data access, because the necessary Grid data access protocols have not been impleme...
ICML
2010
IEEE
13 years 8 months ago
2010
IEEE
We present new algorithms for inverse optimal control (or inverse reinforcement learning, IRL) within the framework of linearlysolvable MDPs (LMDPs). Unlike most prior IRL algorit...
SDM
2007
SIAM
13 years 9 months ago
2007
SIAM
Feature selection is an important task in effective data mining. A new challenge to feature selection is the so-called “small labeled-sample problem” in which labeled data is...
WAOA
2005
Springer
14 years 29 days ago
2005
Springer
Abstract. Many online problems encountered in real-life involve a twostage decision process: upon arrival of a new request, an irrevocable firststage decision (the assignment of a...
JMLR
2008
13 years 7 months ago
2008
The linear model with sparsity-favouring prior on the coefficients has important applications in many different domains. In machine learning, most methods to date search for maxim...