52 citations · 58 across the 4 of their papers we have counts for
4 papers
Bayesian Network Structural Consensus via Greedy Min-Cut Analysis
Pablo Torrijos, José M. Puerta, Juan A. Aledo +1
This paper presents the Min-Cut Bayesian Network Consensus (MCBNC) algorithm, a greedy method for structural consensus of Bayesian Networks (BNs), with applications in federated le…
A consensus set for the aggregation of partial rankings: the case of the Optimal Set of Bucket Orders Problem
Juan A. Aledo, José A. Gámez, Alejandro Rosete
In rank aggregation problems (RAP), the solution is usually a consensus ranking that generalizes a set of input orderings. There are different variants that differ not only in term…
ODTE -- An ensemble of multi-class SVM-based oblique decision trees
Ricardo Montañana, José A. Gámez, José M. Puerta
We propose ODTE, a new ensemble that uses oblique decision trees as base classifiers. Additionally, we introduce STree, the base algorithm for growing oblique decision trees, which…
Simulating quantum chemistry in the seniority-zero space on qubit-based quantum computers
Vincent E. Elfving, Marta Millaruelo, José A. Gámez +1
Accurate quantum chemistry simulations remain challenging on classical computers for problems of industrially relevant sizes and there is reason for hope that quantum computing may…