Andrés F. López-Lopera
Andrés F. López-Lopera
Université Polytechnique Hauts-de-France
Verified email at utp.edu.co - Homepage
Title
Cited by
Cited by
Year
Finite-dimensional Gaussian approximation with linear inequality constraints
AF López-Lopera, F Bachoc, N Durrande, O Roustant
SIAM/ASA Journal on Uncertainty Quantification 6 (3), 1224-1255, 2018
482018
Maximum likelihood estimation for Gaussian processes under inequality constraints
F Bachoc, A Lagnoux, AF López-Lopera
Electronic journal of statistics 13 (2), 2921-2969, 2019
202019
Gaussian process modulated cox processes under linear inequality constraints
AF López-Lopera, ST John, N Durrande
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
122019
lineqGPR: Gaussian process regression models with linear inequality constraints
AF López-Lopera
R package version 0.0 3, 2018
72018
Physically-inspired gaussian process models for post-transcriptional regulation in drosophila
AF López-Lopera, N Durrande, MA Alvarez
IEEE/ACM transactions on computational biology and bioinformatics, 2019
52019
Switched latent force models for reverse-engineering transcriptional regulation in gene expression data
AF López-Lopera, MA Alvarez
IEEE/ACM transactions on computational biology and bioinformatics 16 (1 …, 2017
52017
Finite-dimensional Gaussian approximation with linear inequality constraints
AF López-Lopera, F Bachoc, N Durrande, O Roustant
arXiv preprint arXiv:1710.07453, 2017
52017
Sparse linear models applied to power quality disturbance classification
AF López-Lopera, MA Álvarez, ÁÁ Orozco
Iberoamerican Congress on Pattern Recognition, 521-529, 2016
42016
Gaussian processes for slice-based super-resolution MR images
HDV Cardona, AF López-Lopera, ÁA Orozco, MA Álvarez, JAH Tamames, ...
International symposium on visual computing, 692-701, 2015
42015
Approximating Gaussian process emulators with linear inequality constraints and noisy observations via MC and MCMC
AF López-Lopera, F Bachoc, N Durrande, J Rohmer, D Idier, O Roustant
International Conference on Monte Carlo and Quasi-Monte Carlo Methods in …, 2018
32018
Multioutput Gaussian processes with functional data: A study on coastal flood hazard assessment
AF López-Lopera, D Idier, J Rohmer, F Bachoc
Reliability Engineering & System Safety 218, 108139, 2022
22022
Gaussian Process Modelling under Inequality Constraints
AFL Lopera
Université de Lyon, 2019
22019
Sequential construction and dimension reduction of Gaussian processes under inequality constraints
F Bachoc, AFL Lopera, O Roustant
arXiv preprint arXiv:2009.04188, 2020
12020
A User-Oriented Local Coastal Flooding Early Warning System Using Metamodelling Techniques
D Idier, A Aurouet, F Bachoc, A Baills, J Betancourt, F Gamboa, T Klein, ...
Journal of Marine Science and Engineering 9 (11), 1191, 2021
2021
MULTI-FIDELITY GAUSSIAN PROCESS MODEL FOR CFD AND WIND TUNNEL DATA FUSION
RC Arenzana, A López-Lopera, S Mouton, N Bartoli, T Lefebvre
AeroBest 2021, 2021
2021
Data fusion with multi-fidelity Gaussian processes for aerodynamic experimental and numerical databases
AF López-Lopera, N Bartoli, T Lefèvre, S Mouton
SIAM Conference on Computational Science and Engineering (CSE), 2021
2021
Gaussian Process Regression Models with Linear Inequality Constraints
AF LOPEZ-LOPERA
2019
Physically-inspired Gaussian processes for transcriptional regulation in Drosophila melanogaster
AF López-Lopera, N Durrande, MA Álvarez
stat 1050, 29, 2018
2018
Improving Diffusion Tensor Estimation Using Adaptive and Optimized Filtering Based on Local Similarity
AF López-Lopera, MA Álvarez, ÁÁ Orozco
Iberian Conference on Pattern Recognition and Image Analysis, 612-620, 2015
2015
Comparison of Preprocessing Methods for Diffusion Tensor Estimation in Brain Imaging
AF López-Lopera, HD Vargas Cardona, G Daza-Santacoloma, ...
Image, Signal Processing and Artificial Vision (STSIVA), 2014 XIX Symposium …, 2014
2014
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Articles 1–20