6 citations · 7 across the 2 of their papers we have counts for
3 papers
Resource-aware Elastic Swap Random Forest for Evolving Data Streams
Diego Marrón, Eduard Ayguadé, José Ramon Herrero +1
Continual learning based on data stream mining deals with ubiquitous sources of Big Data arriving at high-velocity and in real-time. Adaptive Random Forest ({\em ARF}) is a popular…
A highly parallel algorithm for computing the action of a matrix exponential on a vector based on a multilevel Monte Carlo method
Juan A. Acebron, Jose R. Herrero, Jose Monteiro
A novel algorithm for computing the action of a matrix exponential over a vector is proposed. The algorithm is based on a multilevel Monte Carlo method, and the vector solution is…
Look-Ahead in the Two-Sided Reduction to Compact Band Forms for Symmetric Eigenvalue Problems and the SVD
Rafael Rodríguez-Sánchez, Sandra Catalán, José R. Herrero +2
We address the reduction to compact band forms, via unitary similarity transformations, for the solution of symmetric eigenvalue problems and the computation of the singular value…