Articles with public access mandates - Antoine ChambazLearn more
Available somewhere: 21
Big data and targeted machine learning in action to assist medical decision in the ICU
R Pirracchio, MJ Cohen, I Malenica, J Cohen, A Chambaz, M Cannesson, ...
Anaesthesia Critical Care & Pain Medicine 38 (4), 377-384, 2019
Mandates: US National Institutes of Health
Estimation of a non-parametric variable importance measure of a continuous exposure
A Chambaz, P Neuvial, MJ van der Laan
Electronic journal of statistics 6, 1059, 2012
Mandates: US National Institutes of Health
Post-contextual-bandit inference
A Bibaut, M Dimakopoulou, N Kallus, A Chambaz, M van Der Laan
Advances in neural information processing systems 34, 28548-28559, 2021
Mandates: US National Institutes of Health
Scalable collaborative targeted learning for high-dimensional data
C Ju, S Gruber, SD Lendle, A Chambaz, JM Franklin, R Wyss, ...
Statistical methods in medical research 28 (2), 532-554, 2019
Mandates: US National Institutes of Health, Patient-Centered Outcomes Research Institute
Inference in targeted group‐sequential covariate‐adjusted randomized clinical trials
A Chambaz, MJ van der Laan
Scandinavian Journal of Statistics 41 (1), 104-140, 2014
Mandates: US National Institutes of Health
Targeted sequential design for targeted learning inference of the optimal treatment rule and its mean reward
A Chambaz, W Zheng, MJ van der Laan
Annals of statistics 45 (6), 2537, 2017
Mandates: US National Institutes of Health
Performance guarantees for policy learning
A Luedtke, A Chambaz
Annales de l'IHP Probabilites et statistiques 56 (3), 2162, 2020
Mandates: US National Institutes of Health, Agence Nationale de la Recherche
Control of neuronal persistent activity by voltage-dependent dendritic properties
E Idoux, D Eugène, A Chambaz, C Magnani, JA White, LE Moore
Journal of neurophysiology 100 (3), 1278-1286, 2008
Mandates: US National Institutes of Health
Risk minimization from adaptively collected data: Guarantees for supervised and policy learning
A Bibaut, N Kallus, M Dimakopoulou, A Chambaz, M van Der Laan
Advances in neural information processing systems 34, 19261-19273, 2021
Mandates: US National Institutes of Health
A scale-invariant sorting criterion to find a causal order in additive noise models
A Reisach, M Tami, C Seiler, A Chambaz, S Weichwald
Advances in Neural Information Processing Systems 36, 2024
Mandates: European Commission
Simple sorting criteria help find the causal order in additive noise models
AG Reisach, M Tami, C Seiler, A Chambaz, S Weichwald
stat 1050, 31, 2023
Mandates: European Commission
Positivity-free policy learning with observational data
P Zhao, A Chambaz, J Josse, S Yang
International Conference on Artificial Intelligence and Statistics, 1918-1926, 2024
Mandates: Agence Nationale de la Recherche
Data-adaptive inference of the optimal treatment rule and its mean reward. the masked bandit
A Chambaz, W Zheng, MJ van Der Laan
Mandates: US National Institutes of Health
Precision machine learning to understand micro-RNA regulation in neurodegenerative diseases
L Mégret, C Mendoza, M Arrieta Lobo, E Brouillet, TTY Nguyen, ...
Frontiers in Molecular Neuroscience 15, 914830, 2022
Mandates: National Institute of Health and Medical Research, France
Contextual ranking by passive safety of generational classes of light vehicles
Z Ouni, C Denis, C Chauvel, A Chambaz
Journal of the Royal Statistical Society Series C: Applied Statistics 67 (2 …, 2018
Mandates: Natural Sciences and Engineering Research Council of Canada
Adaptiveconformal: An R package for adaptive conformal inference
H Susmann, A Chambaz, J Josse
Computo, 2024
Mandates: Agence Nationale de la Recherche
Probabilistic Prediction of Arrivals and Hospitalizations in Emergency Departments in Île-de-France
H Susmann, A Chambaz, J Josse, M Wargon, P Aegerter, E Bacry
Mandates: Agence Nationale de la Recherche
Optimal transport-based machine learning to match specific expression patterns in omics data
TTY Nguyen, O Bouaziz, W Harchaoui, C Neri, A Chambaz
arXiv., 2021
Mandates: National Institute of Health and Medical Research, France
Statistics, philosophy, and health: the SMAC 2021 webconference
N Savy, EEM Moodie, I Drouet, A Chambaz, B Falissard, MR Kosorok, ...
The International Journal of Biostatistics 19 (2), 261-270, 2023
Mandates: Fonds de recherche du Québec - Santé
Trial Designs that Simultaneously Optimize the Population Enrolled and the Treatment Allocation Probabilities
BS Luber, M Rosenblum, A Chambaz
bepress, 2013
Mandates: US National Institutes of Health
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