403 search results - page 30 / 81 » Sampling Bounds for Stochastic Optimization |
CORR
2007
Springer
13 years 9 months ago
2007
Springer
There is a growing body of work on sorting and selection in models other than the unit-cost comparison model. This work treats a natural stochastic variant of the problem where the...
ROBOCOMM
2007
IEEE
14 years 4 months ago
2007
IEEE
— Consider the following scenario: a spatio-temporal stochastic process generates service requests, localized at points in a bounded region on the plane; these service requests a...
FUIN
2006
13 years 10 months ago
2006
In this paper we derive the bounds for Validation (known also as Hold-Out Estimate and Train-and-Test Method). We present the best possible bound in the case of 0-1 valued loss fun...
SAGA
2009
Springer
14 years 4 months ago
2009
Springer
In the economical caching problem, an online algorithm is given a sequence of prices for a certain commodity. The algorithm has to manage a buffer of fixed capacity over time. We...
ADCM
2010
13 years 10 months ago
2010
Sampling inequalities give a precise formulation of the fact that a differentiable function cannot attain large values, if its derivatives are bounded and if it is small on a suff...