Publications in collaboration with researchers from Basque Center for Applied Mathematics (155)

2024

  1. A probabilistic generative model to discover the treatments of coexisting diseases with missing data

    Computer methods and programs in biomedicine, Vol. 243, pp. 107870

  2. A revisited branch-and-cut algorithm for large-scale orienteering problems

    European Journal of Operational Research, Vol. 313, Núm. 1, pp. 44-68

  3. A stochastic programming model for ambulance (re)location–allocation under equitable coverage and multi-interval response time

    Expert Systems with Applications, Vol. 249

  4. Characterization of rankings generated by pseudo-Boolean functions

    Swarm and Evolutionary Computation, Vol. 86

  5. Fast K-Medoids With the l1-Norm

    IEEE Transactions on Artificial Intelligence, Vol. 5, Núm. 4, pp. 1769-1777

  6. ON THE FAIR COMPARISON OF OPTIMIZATION ALGORITHMS IN DIFFERENT MACHINES

    Annals of Applied Statistics, Vol. 18, Núm. 1, pp. 42-62

  7. On the generalization of PINNs outside the training domain and the hyperparameters influencing it

    Neural Computing and Applications

  8. Reinforcement learning for the optimization and online control of emulsion polymerization reactors: Particle morphology

    Computers and Chemical Engineering, Vol. 187

  9. Self-Composing Policies for Scalable Continual Reinforcement Learning

    Proceedings of Machine Learning Research

  10. Transforming Combinatorial Optimization Problems in Fourier Space: Consequences and Uses

    IEEE Transactions on Evolutionary Computation

  11. Uncertainty Matters: Stable Conclusions Under Unstable Assessment of Fairness Results

    Proceedings of Machine Learning Research

2023

  1. An Improved Version of MMOEA/DC Based on Alternative Clustering Definitions

    2023 IEEE Congress on Evolutionary Computation, CEC 2023

  2. Characterizing Permutation-Based Combinatorial Optimization Problems in Fourier Space

    Evolutionary computation, Vol. 31, Núm. 3, pp. 163-199

  3. Fast computation of cluster validity measures for bregman divergences and benefits

    Pattern Recognition Letters, Vol. 170, pp. 100-105

  4. Hyper-parameter Optimization Using Continuation Algorithms

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  5. Introducing multi-dimensional hierarchical classification: Characterization, solving strategies and performance measures

    Neurocomputing, Vol. 533, pp. 141-160

  6. LASSO for streaming data with adaptative filtering

    Statistics and Computing, Vol. 33, Núm. 1

  7. Learning a logistic regression with the help of unknown features at prediction stage

    Proceedings - 2023 IEEE Conference on Artificial Intelligence, CAI 2023

  8. Learning the progression patterns of treatments using a probabilistic generative model

    Journal of Biomedical Informatics, Vol. 137

  9. Minimax Forward and Backward Learning of Evolving Tasks with Performance Guarantees

    Advances in Neural Information Processing Systems