Improving Diffusion Tensor Estimation Using Adaptive and Optimized Filtering Based on Local Similarity. - Andrés F. López-Lopera; Mauricio A. Álvarez; Álvaro Á. Orozco (IbPRIA, 2015)

Gaussian Processes for Slice-Based Super-Resolution MR Images. - Hernán Darío Vargas Cardona; Andrés F. López-Lopera; Álvaro Á. Orozco; Mauricio A. Álvarez; Juan Antonio Hernández Tamames; Norberto Malpica (ISVC (2), 2015)

Sparse Linear Models Applied to Power Quality Disturbance Classification. - Andrés F. López-Lopera; Mauricio A. Álvarez; Álvaro Á. Orozco (CIARP, 2016)

Physically-inspired Gaussian processes for transcriptional regulation in Drosophila melanogaster. - Andrés F. López-Lopera; Nicolas Durrande; Mauricio A. Álvarez (CoRR, 2018)

Finite-Dimensional Gaussian Approximation with Linear Inequality Constraints. - Andrés F. López-Lopera; François Bachoc; Nicolas Durrande; Olivier Roustant (SIAM/ASA J. Uncertain. Quantification, 2018)

Gaussian Process Modulated Cox Processes under Linear Inequality Constraints. - Andrés F. López-Lopera; S. T. John; Nicolas Durrande (AISTATS, 2019)

Approximating Gaussian Process Emulators with Linear Inequality Constraints and Noisy Observations via MC and MCMC. - Andrés F. López-Lopera; François Bachoc; Nicolas Durrande; Olivier Roustant (CoRR, 2019)

Switched Latent Force Models for Reverse-Engineering Transcriptional Regulation in Gene Expression Data. - Andrés F. López-Lopera; Mauricio A. Álvarez (IEEE ACM Trans. Comput. Biol. Bioinform., 2019)

Multi-Output Gaussian Processes with Functional Data: A Study on Coastal Flood Hazard Assessment. - Andrés F. López-Lopera; Déborah Idier; Jérémy Rohmer 001; François Bachoc (CoRR, 2020)

Physically-Inspired Gaussian Process Models for Post-Transcriptional Regulation in Drosophila. - Andrés F. López-Lopera; Nicolas Durrande; Mauricio A. Álvarez (IEEE ACM Trans. Comput. Biol. Bioinform., 2021)

High-dimensional Additive Gaussian Processes under Monotonicity Constraints. - Andrés F. López-Lopera; François Bachoc; Olivier Roustant (NeurIPS, 2022)

Multioutput Gaussian processes with functional data: A study on coastal flood hazard assessment. - Andrés F. López-Lopera; Déborah Idier; Jérémy Rohmer 001; François Bachoc (Reliab. Eng. Syst. Saf., 2022)

Sequential Construction and Dimension Reduction of Gaussian Processes Under Inequality Constraints. - François Bachoc; Andrés F. López-Lopera; Olivier Roustant (SIAM J. Math. Data Sci., 2022)

May the Noise be with you: Adversarial Training without Adversarial Examples. - Ayoub Arous; Andrés F. López-Lopera; Nael B. Abu-Ghazaleh; Ihsen Alouani (CoRR, 2023)

Error Bounds for a Kernel-Based Constrained Optimal Smoothing Approximation. - Laurence Grammont; François Bachoc; Andrés F. López-Lopera (SIAM/ASA J. Uncertain. Quantification, 2025)

Covariance parameter estimation of Gaussian processes with approximated functional inputs. - Lucas Reding; Andrés F. López-Lopera; François Bachoc (J. Multivar. Anal., 2025)