We generalize the Winnow algorithm for learning disjunctions to learning subspaces of low rank. Subspaces are represented by symmetric projection matrices. The online algorithm ma...
Abstract. Factored Markov Decision Processes is the theoretical framework underlying multi-step Learning Classifier Systems research. This framework is mostly used in the context ...
The challenge for the development of next generation software is the successful management of the complex computational environment while delivering to the scientist the full powe...
Jack Dongarra, George Bosilca, Zizhong Chen, Victo...
There has been several attempts over the years to solve the bisimulation minimization problem for finite automata. One of the most famous algorithms is the one suggested by Paige ...
Parosh Aziz Abdulla, Johann Deneux, Lisa Kaati, Ma...
Finding bursts in data streams is attracting much attention in research community due to its broad applications. Existing burst detection methods suffer the problems that 1) the p...