On Variant Strategies to Solve the Magnitude Least Squares Optimization Problem in Parallel Transmission Pulse Design and Under Strict SAR and Power Constraints. - Andrés Hoyos Idrobo; Pierre Weiss; Aurélien Massire; Alexis Amadon; Nicolas Boulant (IEEE Trans. Medical Imaging, 2014)

Improving Sparse Recovery on Structured Images with Bagged Clustering. - Andrés Hoyos Idrobo; Yannick Schwartz; Gaël Varoquaux; Bertrand Thirion (PRNI, 2015)

Fast clustering for scalable statistical analysis on structured images. - Bertrand Thirion; Andrés Hoyos Idrobo; Jonas Kahn; Gaël Varoquaux (CoRR, 2015)

Fast brain decoding with random sampling and random projections. - Andrés Hoyos Idrobo; Gaël Varoquaux; Bertrand Thirion (PRNI, 2016)

Towards a faster randomized parcellation based inference. - Andrés Hoyos Idrobo; Gaël Varoquaux; Bertrand Thirion (PRNI, 2017)

Assessing and tuning brain decoders: Cross-validation, caveats, and guidelines. - Gaël Varoquaux; Pradeep Reddy Raamana; Denis A. Engemann; Andrés Hoyos Idrobo; Yannick Schwartz; Bertrand Thirion (NeuroImage, 2017)

Ensembles of models in fMRI : stable learning in large-scale settings. (Ensembles des modeles en fMRI : l'apprentissage stable à grande échelle). - Andrés Hoyos Idrobo (2017)

FReM - Scalable and stable decoding with fast regularized ensemble of models. - Andrés Hoyos Idrobo; Gaël Varoquaux; Yannick Schwartz; Bertrand Thirion (NeuroImage, 2018)

Local Bures-Wasserstein Transport: A Practical and Fast Mapping Approximation. - Andrés Hoyos Idrobo (CoRR, 2019)

Recursive Nearest Agglomeration (ReNA): Fast Clustering for Approximation of Structured Signals. - Andrés Hoyos Idrobo; Gaël Varoquaux; Jonas Kahn; Bertrand Thirion (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Aligning Hyperbolic Representations: an Optimal Transport-based approach. - Andrés Hoyos Idrobo (CoRR, 2020)

Perceptual Structure in the absence of grounding: the impact of abstractedness and subjectivity in color language for LLMs. - Pablo Loyola; Edison Marrese-Taylor; Andrés Hoyos Idrobo (EMNLP (Findings), 2023)

Learning to Re-rank with Constrained Meta-Optimal Transport. - Andrés Hoyos Idrobo (SIGIR, 2023)

nilearn. - Nilearn Contributors; Ahmad Chamma; Aina Frau-Pascual; Alex Rothberg; Alexandre Abadie; Alexandre Abraham; Alexandre Gramfort; Alexandre Savio; Alexandre Cionca; Alexis Thual; Alisha Kodibagkar; Amadeus Kanaan; et al. (Zenodo, 2023)

Improving Bias Correction Standards by Quantifying its Effects on Treatment Outcomes. - Alexandre Abraham; Andrés Hoyos Idrobo (CoRR, 2024)

nilearn. - Nilearn Contributors; Ahmad Chamma; Aina Frau-Pascual; Alex Rothberg; Alexandre Abadie; Alexandre Abraham; Alexandre Gramfort; Alexandre Savio; Alexandre Cionca; Alexis Thual; Alisha Kodibagkar; Amadeus Kanaan; et al. (Zenodo, 2024)

nilearn. - Nilearn Contributors; Ahmad Chamma; Aina Frau-Pascual; Alex Rothberg; Alexandre Abadie; Alexandre Abraham; Alexandre Gramfort; Alexandre Savio; Alexandre Cionca; Alexis Thual; Alisha Kodibagkar; Amadeus Kanaan; et al. (Zenodo, 2024)

nilearn. - Nilearn Contributors; Ahmad Chamma; Aina Frau-Pascual; Alex Rothberg; Alexandre Abadie; Alexandre Abraham; Alexandre Gramfort; Alexandre Savio; Alexandre Cionca; Alexandre Sayal; Alexis Thual; Alisha Kodibagkar; et al. (Zenodo, 2024)

nilearn. - Nilearn Contributors; Ahmad Chamma; Aina Frau-Pascual; Alex Rothberg; Alexandre Abadie; Alexandre Abraham; Alexandre Gramfort; Alexandre Savio; Alexandre Cionca; Alexandre Sayal; Alexis Thual; Alisha Kodibagkar; et al. (Zenodo, 2024)

nilearn. - Nilearn Contributors; Ahmad Chamma; Aina Frau-Pascual; Alex Rothberg; Alexandre Abadie; Alexandre Abraham; Alexandre Gramfort; Alexandre Savio; Alexandre Cionca; Alexandre Sayal; Alexis Thual; Alisha Kodibagkar; et al. (Zenodo, 2024)

nilearn. - Nilearn Contributors; Ahmad Chamma; Aina Frau-Pascual; Alex Rothberg; Alexandre Abadie; Alexandre Abraham; Alexandre Gramfort; Alexandre Savio; Alexandre Cionca; Alexandre Sayal; Alexis Thual; Alisha Kodibagkar; et al. (Zenodo, 2025)

nilearn. - Nilearn Contributors; Ahmad Chamma; Aina Frau-Pascual; Alex Rothberg; Alexandre Abadie; Alexandre Abraham; Alexandre Gramfort; Alexandre Savio; Alexandre Cionca; Alexandre Sayal; Alexis Thual; Alisha Kodibagkar; et al. (Zenodo, 2025)