Academic Publications

2024

Leonelli, Manuele, and Gherardo Varando. “Structural learning of simple staged trees.” arXiv preprint arXiv:2203.04390 (2022).

Dyballa, Luciano, et al. “Encoding manifolds constructed from grating responses organize responses to natural scenes in cortical visual areas.” bioRxiv (2024): 2024-10.

Leonelli, Manuele, and Gherardo Varando. “Context-Specific Refinements of Bayesian Network Classifiers.” arXiv preprint arXiv:2405.18298 (2024).

Carter, J. S., Leonelli, M., Riccomagno, E., & Varando, G. (2024). Learning Staged Trees from Incomplete Data. arXiv preprint arXiv:2405.18306.

Sanchez-Garcia, Ruben, et al. “Cryo-EM map anisotropy can be attenuated by map post-processing and a new method for its estimation.” International Journal of Molecular Sciences 25.7 (2024): 3959.

Leonelli, Manuele, and Gherardo Varando. “Learning and interpreting asymmetry-labeled DAGs: a case study on COVID-19 fear.” Applied Intelligence 54.2 (2024): 1734-1750.

Dyballa, Luciano, et al. “Population encoding of stimulus features along the visual hierarchy.” Proceedings of the National Academy of Sciences 121.4 (2024): e2317773121.

2023

Dyballa, Luciano, and Steven W. Zucker. “IAN: Iterated Adaptive Neighborhoods for manifold learning and dimensionality estimation.” Neural Computation 35.3 (2023): 453-524.

2022

2024

Cabrera, A., de Diego, D. M., & Vaquero, M. (2024). Approximating Symplectic Realizations: A General Framework for the Construction of Poisson Integrators. arXiv preprint arXiv:2409.04342.

Garcia-Ferrero, M. A., Gomez-Ullate, D., & Milson, R. (2024). Classification of exceptional Jacobi polynomials. arXiv preprint arXiv:2409.02656.

Bianchin, G., Vaquero, M., Cortés, J., & Dall’Anese, E. (2024). k-dimensional Agreement in Multi-agent Systems. IEEE Transactions on Automatic Control.

Precioso, D., Milson, R., Bu, L., Menchions, Y., & Gómez-Ullate, D. (2024). Hybrid search method for Zermelo’s navigation problem. Computational and Applied Mathematics, 43(4), 250.

2023

Anahory Simoes, A., Colombo, L., de León, M., Salgado, M., & Souto, S. (2024). Euler–Lagrange–Herglotz equations on Lie algebroids. Analysis and Mathematical Physics, 14(1), 3.

2022

2024

Turilli, Matteo, et al. “ExaWorks software development kit: a robust and scalable collection of interoperable workflows technologies.” Frontiers in High Performance Computing 2 (2024): 1394615.

Ballester-Ripoll, R. (2024). Computing statistical moments via tensorization of polynomial chaos expansions. SIAM/ASA Journal on Uncertainty Quantification, 12(2), 289-308.

Ballester-Ripoll, R., Halter, G., & Pajarola, R. (2024). High-dimensional scalar function visualization using principal parameterizations. The Visual Computer, 40(4), 2571-2588.

2023

Castelló Ferrer, E., Berman, I., Kapitonov, A., Manaenko, V., Chernyaev, M., & Tarasov, P. (2023). “Gaka-chu: a self-employed autonomous robot artist”. Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), 11583-11589.

2022

Castelló Ferrer, E., Jiménez, E., Lopez-Presa, J. L., & Martín-Rueda, J. (2022). “Following Leaders in Byzantine Multi-Robot Systems by Using Blockchain Technology”. IEEE Transactions on Robotics.

Castelló Ferrer, E., Hardjono, T., Pentland, A. S., & Dorigo, M. (2021). “Secure and secret cooperation in robotic swarms”. Science Robotics, 4(29), eaaw3739.

2024

Galán-Arcicollar, Cristina, et al. “A joint modelling approach for longitudinal patient-reported outcomes and survival analysis.” 38th International Workshop on Statistical Modelling. 2024.

Galán-Arcicollar, C., Najera-Zuloaga, J., & Lee, D. J. (2024). Patient-reported outcomes and survival analysis of chronic obstructive pulmonary disease patients: a two-stage joint modelling approach. SORT-Statistics and Operations Research Transactions, 155-182.

García-García, Fernando, et al. “Obtaining patient phenotypes in SARS-CoV-2 pneumonia, and their association with clinical severity and mortality.” Pneumonia 16.1 (2024): 12.

García-García, Fernando, et al. “Reliable prediction of difficult airway for tracheal intubation from patient preoperative photographs by machine learning methods.” Computer Methods and Programs in Biomedicine 248 (2024): 108118.

García, Ander, et al. “Analysis of local density during football stadium access: Integrating pedestrian flow simulations and empirical data.” Physica A: Statistical Mechanics and its Applications 638 (2024): 129635.

García-García, Fernando, et al. “Cost-sensitive ordinal classification methods to predict SARS-CoV-2 pneumonia severity.” IEEE Journal of Biomedical and Health Informatics (2024).

2023

2022