259 citations · 978 across the 60 of their papers we have counts for
3 papers · 1 filter
OCReP: An Optimally Conditioned Regularization for Pseudoinversion Based Neural Training
Rossella Cancelliere, Mario Gai, Patrick Gallinari +1
In this paper we consider the training of single hidden layer neural networks by pseudoinversion, which, in spite of its popularity, is sometimes affected by numerical instability…
An analysis of numerical issues in neural training by pseudoinversion
R. Cancelliere, R. Deluca, M. Gai +2
Some novel strategies have recently been proposed for single hidden layer neural network training that set randomly the weights from input to hidden layer, while weights from hidde…
LSHTC: A Benchmark for Large-Scale Text Classification
Ioannis Partalas, Aris Kosmopoulos, Nicolas Baskiotis +6
LSHTC is a series of challenges which aims to assess the performance of classification systems in large-scale classification in a a large number of classes (up to hundreds of thous…