Alexandre Abraham

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 15

Top Venues

CoRR

NeuroImage

Frontiers Neuroinformatics

Softw. Impacts

University of Paris-Saclay, France (PHD)

Education History

University of Paris-Saclay, France

PHD

Publications

Alexandre Abraham, Andrés Hoyos Idrobo
Improving Bias Correction Standards by Quantifying its Effects on Treatment Outcomes. CoRR (2024)
William Jonas, Alexandre Abraham, Léo Dreyfus-Schmidt
OpenAL: Evaluation and Interpretation of Active Learning Strategies. CoRR (2023)
Alexandre Abraham, Léo Dreyfus-Schmidt
Cardinal, a metric-based Active learning framework. Softw. Impacts 12 (2022)
Victor Bouvier, Simona Maggio, Alexandre Abraham, Léo Dreyfus-Schmidt
Towards Clear Expectations for Uncertainty Estimation. CoRR (2022)
Méabh MacMahon, Woochang Hwang, Soorin Yim, Eoghan MacMahon, Alexandre Abraham, Justin Barton, Mukunthan Tharmakulasingam, Paul Bilokon, Vasanthi Priyadarshini Gaddi, Namshik Han
Identification and validation of Triamcinolone and Gallopamil as treatments for early COVID-19 via an in silico repurposing pipeline. CoRR (2021)
Alexandre Abraham, Léo Dreyfus-Schmidt
Sample Noise Impact on Active Learning. IAL@PKDD/ECML (2021)
Alexandre Abraham, Léo Dreyfus-Schmidt
Sample Noise Impact on Active Learning. CoRR (2021)
Alexandre Abraham, Léo Dreyfus-Schmidt
Rebuilding Trust in Active Learning with Actionable Metrics. ICDM (Workshops) (2020)
Alexandre Abraham, Léo Dreyfus-Schmidt
Rebuilding Trust in Active Learning with Actionable Metrics. CoRR (2020)
Kamalaker Dadi, Mehdi Rahim, Alexandre Abraham, Darya Chyzhyk, Michael P. Milham, Bertrand Thirion, Gaël Varoquaux
Benchmarking functional connectome-based predictive models for resting-state fMRI. NeuroImage 192 (2019)
Alexandre Gilotte, Clément Calauzènes, Thomas Nedelec, Alexandre Abraham, Simon Dollé
Offline A/B testing for Recommender Systems. CoRR (2018)
Alexandre Gilotte, Clément Calauzènes, Thomas Nedelec, Alexandre Abraham, Simon Dollé
Offline A/B Testing for Recommender Systems. WSDM (2018)
Alexandre Abraham, Michael P. Milham, Adriana Di Martino, R. Cameron Craddock, Dimitris Samaras, Bertrand Thirion, Gaël Varoquaux
Deriving reproducible biomarkers from multi-site resting-state data: An Autism-based example. NeuroImage 147 (2017)
Franziskus Liem, Gaël Varoquaux, Jana Kynast, Frauke Beyer, Shahrzad Kharabian Masouleh, Julia M. Huntenburg, Leonie Lampe, Mehdi Rahim, Alexandre Abraham, R. Cameron Craddock, Steffi Riedel-Heller, Tobias Luck, Markus Loeffler, Matthias L. Schroeter, Anja Veronica Witte, Arno Villringer, Daniel S. Margulies
Predicting brain-age from multimodal imaging data captures cognitive impairment. NeuroImage 148 (2017)
Kamalaker Dadi, Alexandre Abraham, Mehdi Rahim, Bertrand Thirion, Gaël Varoquaux
Comparing functional connectivity based predictive models across datasets. PRNI (2016)
Mehdi Rahim, Bertrand Thirion, Alexandre Abraham, Michael Eickenberg, Elvis Dohmatob, Claude Comtat, Gaël Varoquaux
Integrating Multimodal Priors in Predictive Models for the Functional Characterization of Alzheimer's Disease. MICCAI (1) (2015)
Alexandre Abraham, Fabian Pedregosa, Michael Eickenberg, Philippe Gervais, Andreas Mueller, Jean Kossaifi, Alexandre Gramfort, Bertrand Thirion, Gaël Varoquaux
Machine Learning for Neuroimaging with Scikit-Learn. CoRR (2014)
Alexandre Abraham, Elvis Dohmatob, Bertrand Thirion, Dimitris Samaras, Gaël Varoquaux
Region segmentation for sparse decompositions: better brain parcellations from rest fMRI. CoRR (2014)
Alexandre Abraham, Fabian Pedregosa, Michael Eickenberg, Philippe Gervais, Andreas Mueller, Jean Kossaifi, Alexandre Gramfort, Bertrand Thirion, Gaël Varoquaux
Machine learning for neuroimaging with scikit-learn. Frontiers Neuroinformatics 8 (2014)
Alexandre Abraham, Elvis Dohmatob, Bertrand Thirion, Dimitris Samaras, Gaël Varoquaux
Extracting Brain Regions from Rest fMRI with Total-Variation Constrained Dictionary Learning. MICCAI (2) (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Alexandre Abraham