1206 search results - page 182 / 242 » Convergence analysis of online algorithms |
87
Voted
NIPS
2007
15 years 2 months ago
2007
Over the past few years, the notion of stability in data clustering has received growing attention as a cluster validation criterion in a sample-based framework. However, recent w...
88
Voted
UAI
2004
15 years 2 months ago
2004
In this paper, we propose a new lower approximation scheme for POMDP with discounted and average cost criterion. The approximating functions are determined by their values at a fi...
132
Voted
CCGRID
2009
IEEE
15 years 1 months ago
2009
IEEE
To address coordination and complexity issues, we formulate a grid task allocation problem as a bargaining based self-adaptive auction and propose the BarSAA grid task-bundle alloc...
SIAMJO
2010
14 years 11 months ago
2010
Proximal bundle methods have been shown to be highly successful optimization methods for unconstrained convex problems with discontinuous first derivatives. This naturally leads ...
123
Voted
AAAI
2012
13 years 3 months ago
2012
Transfer learning proves to be effective for leveraging labeled data in the source domain to build an accurate classifier in the target domain. The basic assumption behind transf...