331 search results - page 2 / 67 » Vicinal Risk Minimization |
ATAL
2009
Springer
13 years 12 months ago
2009
Springer
Experimental analysis of agent strategies in multiagent systems presents a tradeoff between granularity and statistical confidence. Collecting a large amount of data about each s...
COMSWARE
2007
IEEE
13 years 11 months ago
2007
IEEE
— In wireless sensor networks, minimizing power consumption and at the same time maintaining desired properties in the network topology is of prime importance. In this work, we p...
EUSFLAT
2009
13 years 3 months ago
2009
Abstract-- A portfolio model to minimize the risk of falling under uncertainty is discussed. The risk of falling is represented by the value-at-risk of rate of return. Introducing ...
COLT
2005
Springer
13 years 10 months ago
2005
Springer
A general model is proposed for studying ranking problems. We investigate learning methods based on empirical minimization of the natural estimates of the ranking risk. The empiric...
ACL
2010
13 years 3 months ago
2010
In this paper, we formulate extractive summarization as a risk minimization problem and propose a unified probabilistic framework that naturally combines supervised and unsupervis...