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Hristo Inouzhe
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On approximate validation of models: a Kolmogorov–Smirnov-based approach
E del Barrio, H Inouzhe, C Matrán
Test 29 (4), 938-965, 2020
172020
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
112020
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
42023
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
2*2023
Making data fair through optimal trimmed matching
P Gordaliza, H Inouzhe
International Conference on Soft Methods in Probability and Statistics, 194-199, 2022
22022
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
22020
Box-constrained monotone L∞-approximations and Lipschitz-continuous regularized functions
E del Barrio, H Inouzhe, C Matrán
arXiv preprint arXiv:1903.08573, 2019
12019
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
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
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