We consider the problem of deriving class-size independent generalization bounds for some regularized discriminative multi-category classification methods. In particular, we obtai...
Unsolicited bulk email (aka. spam) is a major problem on the Internet. To counter spam, several techniques, ranging from spam filters to mail protocol extensions like hashcash, hav...
Flavio D. Garcia, Jaap-Henk Hoepman, Jeroen van Ni...
A very practical network problem for the effective deployment of a transatlantic computational GRID which is the current under-utilisation of the newly available fat long pipes dr...
Andrea di Donato, Peter Clarke, Frank Saka, Javier...
We examine the theoretical and numerical global convergence properties of a certain "gradient free" stochastic approximation algorithm called the "simultaneous pertu...
This paper proposes the use of advanced knowledge models to support real time decision for management problems as an adequate response to the current needs and technology. The new ...