356 search results - page 58 / 72 » Optimization of Machine Descriptions for Efficient Use |
87
Voted
ICML
2007
IEEE
16 years 14 days ago
2007
IEEE
High dimensionality of POMDP's belief state space is one major cause that makes the underlying optimal policy computation intractable. Belief compression refers to the method...
106
Voted
ICML
2010
IEEE
15 years 22 days ago
2010
IEEE
We consider the problem of learning a sparse multi-task regression, where the structure in the outputs can be represented as a tree with leaf nodes as outputs and internal nodes a...
127
Voted
ICML
2010
IEEE
15 years 22 days ago
2010
IEEE
We develop an efficient learning framework to construct signal dictionaries for sparse representation by selecting the dictionary columns from multiple candidate bases. By sparse,...
98
Voted
ICCV
2009
IEEE
16 years 4 months ago
2009
IEEE
Random Forests (RFs) have become commonplace
in many computer vision applications. Their
popularity is mainly driven by their high computational
efficiency during both training ...
90
Voted
CPHYSICS
2010
14 years 11 months ago
2010
In this paper, a programming model is presented which enables scalable parallel performance on multi-core shared memory architectures. The model has been developed for application...