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Scalable Collaborative Targeted Learning for High-Dimensional Data
Cheng J Ju
,
Susan Gruber
,
Samuel D Lendle
,
Antoine Chambaz
,
Jessica J Franklin
et al.
2017
Preprints, Working Papers, ...
hal-01487569v1
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A Ride in Targeted Learning Territory
Antoine Chambaz
,
David Benkeser
Journal de la Société Française de Statistique, 2020, 161 (1), pp.201-286
Journal articles
hal-02886218v1
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Performance guarantees for policy learning
Alexander Luedtke
,
Antoine Chambaz
Annales de l'Institut Henri Poincaré (B) Probabilités et Statistiques, 2020, 56 (3), pp.2162-2188. ⟨10.1214/19-AIHP1034⟩
Journal articles
hal-02886222v1
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Personalized online ensemble machine learning with applications for dynamic data streams
Ivana Malenica
,
Rachael Phillips
,
Antoine Chambaz
,
Alan Hubbard
,
Romain Pirracchio
et al.
Journal articles
hal-03942445v1
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C-TMLE for Continuous Tuning
Mark van der Laan
,
Antoine Chambaz
,
Cheng Ju
Book sections
hal-03934919v1
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Une introduction à l'apprentissage ciblé
David Benkeser
,
Antoine Chambaz
Statistique et causalité, Éditions TECHNIP, pp.201-254, 2021, 978-2-7108-1193-0
Book sections
hal-03936195v1
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Targeting a Simple Statistical Bandit Problem
Antoine Chambaz
,
Wenjing Zheng
,
Mark van der Laan
Book sections
hal-03936284v1
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Simpson’s paradox, a tale of causality
Antoine Chambaz
,
Isabelle Drouet
,
Sonia Memetea
Journal de la Société Française de Statistique, 2020, 161 (1), pp.42-66
Journal articles
hal-02886206v1
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Simpson's paradox, a tale of causality
Antoine Chambaz
,
Isabelle Drouet
,
Sonia Memetea
Journal de la Société Française de Statistique, 2020, 161 (1), pp.42-66
Journal articles
hal-01664904v1
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Acceleration, due to occupational exposure, of time to onset of a disease
Antoine Chambaz
,
Dominique Choudat
,
Catherine Huber-Carol
Christos P. Kitsos; Teresa A. Oliveira; Alexandros Rigas; Sneh Gulati. Theory and Practice of Risk Assessment, 2015, 978-3-319-18028-1
Book sections
hal-01180747v1
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Collaborative targeted inference from continuously indexed nuisance parameter estimators
Cheng Ju
,
Antoine Chambaz
,
Mark van Der Laan
2018
Preprints, Working Papers, ...
hal-01759020v1
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Control of neuronal persistent activity by voltage-dependent dendritic properties.
Erwin Idoux
,
Daniel Eugene
,
Antoine Chambaz
,
Christophe Magnani
,
John A White
et al.
Journal articles
hal-00306049v1
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Bounds for Bayesian order identification with application to mixtures
Antoine Chambaz
,
Judith Rousseau
Journal articles
hal-00262054v1
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Number of hidden states and memory: a joint order estimation problem for Markov chains with Markov regime
Antoine Chambaz
,
Catherine Matias
Journal articles
hal-00480190v1
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Precision machine learning to understand micro-RNA regulation in neurodegenerative diseases
Lucile Mégret
,
Cloé Mendoza
,
Maialen Arrieta Lobo
,
Emmanuel Brouillet
,
Thi-Thanh-Yen Nguyen
et al.
Journal articles
hal-03869363v1
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Risk Minimization from Adaptively Collected Data: Guarantees for Supervised and Policy Learning
Aurélien Bibaut
,
Antoine Chambaz
,
Maria Dimakopoulou
,
Nathan Kallus
,
Mark van Der Laan
et al.
2021
Preprints, Working Papers, ...
hal-03294350v1
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Targeting the optimal design in randomized clinical trials with binary outcomes and no covariate
Antoine Chambaz
,
Mark van Der Laan
Journal articles
hal-00457749v2
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Causality, a trialogue
Antoine Chambaz
,
Isabelle Drouet
,
Jean-Christophe Thalabard
Journal articles
hal-00807337v2
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Classification in postural style
Antoine Chambaz
,
Christophe Denis
Annals of Applied Statistics, 2012
Journal articles
hal-00576070v1
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Plica semilunaris temporal ectopia: evidence of primary nasal pterygia traction.
Eric Denion
,
Antoine Chambaz
,
Pierre-Henri Dalens
,
Jean Petitbon
,
Max Gérard
et al.
Journal articles
hal-00262047v1
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Causality: a special issue of Journal de la Société Française de Statistique (editorial)
Antoine Chambaz
,
David Benkeser
,
Mark J. van Der Laan
Journal de la Société Française de Statistique, 2020, 161 (1), pp.1-3
Journal articles
hal-02886213v1
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Prediction of an acute hypotensive episode during an ICU hospitalization with a super learner machine learning algorithm
Ményssa Cherifa
,
Alice Blet
,
Antoine Chambaz
,
Etienne Gayat
,
Matthieu Resche-Rigon
et al.
Journal articles
hal-02342930v1
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Testing the order of a model
Antoine Chambaz
Annals of Statistics, 2006, 34 (3), pp.1166-1203
Journal articles
hal-00143665v1
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Asymptotically Optimal Algorithms for Budgeted Multiple Play Bandits
Alexander Luedtke
,
Emilie Kaufmann
,
Antoine Chambaz
Journal articles
hal-01338733v3
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Risk Minimization from Adaptively Collected Data: Guarantees for Supervised and Policy Learning
Aurélien Bibaut
,
Nathan Kallus
,
Maria Dimakopoulou
,
Antoine Chambaz
,
Mark van der Laan
et al.
34, pp.19261-19273, 2021, Advances in Neural Information Processing Systems
Proceedings
hal-03935927v1
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Simple Sorting Criteria Help Find the Causal Order in Additive Noise Models
Alexander G. Reisach
,
Myriam Tami
,
Christof Seiler
,
Antoine Chambaz
,
Sebastian Weichwald
et al.
2023
Preprints, Working Papers, ...
hal-04056341v1
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One-step ahead sequential Super Learning from short times series of many slightly dependent data, and anticipating the cost of natural disasters
Geoffrey Ecoto
,
Aurélien F Bibaut
,
Antoine Chambaz
2021
Preprints, Working Papers, ...
hal-03300559v1
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Survey sampling targeted inference
Antoine Chambaz
,
Emilien Joly
,
Xavier Mary
2016
Preprints, Working Papers, ...
hal-01359219v1
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Number of hidden states and memory: a joint order estimation problem for Markov chains with Markov regime
Antoine Chambaz
,
Catherine Matias
Journal articles
hal-00262066v1
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Online targeted learning for time series
Mark J van Der Laan
,
Antoine Chambaz
,
Sam Lendle
Book sections
hal-01487574v1
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