On approximate validation of models: a Kolmogorov–Smirnov-based approach E del Barrio, H Inouzhe, C Matrán Test 29 (4), 938-965, 2020 | 20 | 2020 |
optimalFlow: optimal transport approach to flow cytometry gating and population matching E Del Barrio, H Inouzhe, JM Loubes, C Matrán, A Mayo-Íscar BMC bioinformatics 21, 1-25, 2020 | 18 | 2020 |
Dynamic SIR/SEIR-like models comprising a time-dependent transmission rate: Hamiltonian Monte Carlo approach with applications to COVID-19 H Inouzhe, MX Rodríguez-Álvarez, L Nagar, E Akhmatskaya arXiv preprint arXiv:2301.06385, 2023 | 5 | 2023 |
Attraction-repulsion clustering: a way of promoting diversity linked to demographic parity in fair clustering E del Barrio, H Inouzhe, JM Loubes Advances in Data Analysis and Classification 17 (4), 859-896, 2023 | 4* | 2023 |
Making data fair through optimal trimmed matching P Gordaliza, H Inouzhe International Conference on Soft Methods in Probability and Statistics, 194-199, 2022 | 2 | 2022 |
Box-Constrained Monotone Approximations to Lipschitz Regularizations, with Applications to Robust Testing E Barrio, H Inouzhe, C Matrán Journal of Optimization Theory and Applications 187 (1), 65-87, 2020 | 2 | 2020 |
Box-constrained monotone L∞-approximations and Lipschitz-continuous regularized functions E del Barrio, H Inouzhe, C Matrán arXiv preprint arXiv:1903.08573, 2019 | 1 | 2019 |
Development and validation of a model to predict ceiling of care in COVID-19 hospitalized patients D Fernández-Martínez, N Pallarès, H Inouzhe, S Straw, N Safdar, ... BMC Palliative Care, 2024, vol. 23, num. 1, 2024 | | 2024 |
Development and validation of a model to predict ceiling of care in COVID-19 hospitalized patients N Pallarès, H Inouzhe, S Straw, N Safdar, D Fernández, J Cortés, ... BMC palliative care 23 (1), 173, 2024 | | 2024 |
A study on group fairness in healthcare outcomes for nursing home residents during the COVID-19 pandemic in the Basque Country H Inouzhe, I Barrio, P Gordaliza, MX Rodríguez-Álvarez, I Bengoechea, ... arXiv preprint arXiv:2306.09711, 2023 | | 2023 |
Advances in Cytometry Gating Based on Statistical Distances and Dissimilarities H Inouzhe Statistical Methods at the Forefront of Biomedical Advances, 115-141, 2023 | | 2023 |
Making data fair through optimal trimmed matching H Inouzhe, P Gordaliza Pastor Springer, 2022 | | 2022 |
Statistical distances for model validation and clustering. Applications to flow cytometry and fair learning HI Valdes Universidad de Valladolid, 2020 | | 2020 |
Attraction-Repulsion clustering with applications to fairness H Inouzhe, E del Barrio, JM Loubes Welcome letter iii, 35, 0 | | |