Antoine Chambaz

523 total citations
25 papers, 220 citations indexed

About

Antoine Chambaz is a scholar working on Statistics and Probability, Artificial Intelligence and Cancer Research. According to data from OpenAlex, Antoine Chambaz has authored 25 papers receiving a total of 220 indexed citations (citations by other indexed papers that have themselves been cited), including 12 papers in Statistics and Probability, 9 papers in Artificial Intelligence and 4 papers in Cancer Research. Recurrent topics in Antoine Chambaz's work include Statistical Methods and Inference (8 papers), Statistical Methods in Clinical Trials (5 papers) and Bayesian Methods and Mixture Models (4 papers). Antoine Chambaz is often cited by papers focused on Statistical Methods and Inference (8 papers), Statistical Methods in Clinical Trials (5 papers) and Bayesian Methods and Mixture Models (4 papers). Antoine Chambaz collaborates with scholars based in France, United States and Russia. Antoine Chambaz's co-authors include Mark J. van der Laan, Romain Pirracchio, Matthieu Resche‐Rigon, Étienne Gayat, Alice Blet, Alan Hubbard, Ivana Malenica, Judith Rousseau, Jonathan Cohen and Christine Lee and has published in prestigious journals such as SHILAP Revista de lepidopterología, Journal of Neurophysiology and Statistics in Medicine.

In The Last Decade

Antoine Chambaz

25 papers receiving 216 citations

Peers

Countries citing papers authored by Antoine Chambaz

Since Specialization

Citations

This map shows the geographic impact of Antoine Chambaz's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Antoine Chambaz with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Antoine Chambaz more than expected).

Fields of papers citing papers by Antoine Chambaz

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Antoine Chambaz. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Antoine Chambaz. The network helps show where Antoine Chambaz may publish in the future.

Co-authorship network of co-authors of Antoine Chambaz

This figure shows the co-authorship network connecting the top 25 collaborators of Antoine Chambaz. A scholar is included among the top collaborators of Antoine Chambaz based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Antoine Chambaz. Antoine Chambaz is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Forecasting the cost of drought events in France by Super Learning from a short time series of many slightly dependent data 2024 ·Computational Statistics ·(unknown), Aurélien Bibaut, Antoine Chambaz	1
2	Probabilistic prediction of arrivals and hospitalizations in emergency departments in Île-de-France 2024 ·International Journal of Medical Informatics ·(unknown), Antoine Chambaz, (unknown), Philippe Aegerter, Mathias Wargon, (unknown)	1
3	Optimal transport-based machine learning to match specific patterns: application to the detection of molecular regulation patterns in omics data 2024 ·Journal of the Royal Statistical Society Series C (Applied Statistics) ·(unknown), (unknown), (unknown), (unknown), (unknown), Christian Néri, Antoine Chambaz	1
4	Personalized online ensemble machine learning with applications for dynamic data streams 2023 ·Statistics in Medicine ·Ivana Malenica, Rachael V. Phillips, Antoine Chambaz, Alan Hubbard, Romain Pirracchio, Mark J. van der Laan	3
5	Precision machine learning to understand micro-RNA regulation in neurodegenerative diseases 2022 ·Frontiers in Molecular Neuroscience ·(unknown), (unknown), M. Arrieta, Emmanuel Brouillet, (unknown), (unknown), Antoine Chambaz, Christian Néri	6
6	Performance guarantees for policy learning 2020 ·Annales de l Institut Henri Poincaré Probabilités et Statistiques ·Alex Luedtke, Antoine Chambaz	1
7	Big data and targeted machine learning in action to assist medical decision in the ICU 2018 ·Anaesthesia Critical Care & Pain Medicine ·Romain Pirracchio, Mitchell J. Cohen, Ivana Malenica, Jonathan Cohen, Antoine Chambaz, Maxime Cannesson, Christine Lee, Matthieu Resche‐Rigon, Alan Hubbard	38
8	Targeted sequential design for targeted learning inference of the optimal treatment rule and its mean reward 2017 ·The Annals of Statistics ·Antoine Chambaz, Wenjing Zheng, Mark van der Laan	8
9	Predicting Is Not Explaining: Targeted Learning of the Dative Alternation 2015 ·SHILAP Revista de lepidopterología ·Antoine Chambaz, (unknown)	1
10	Causality, a Trialogue 2014 ·SHILAP Revista de lepidopterología ·Antoine Chambaz, (unknown), Jean‐Christophe Thalabard	2
11	Analysis of the effect of occupational exposure to asbestos based on threshold regression modeling of case-control data 2013 ·Biostatistics ·Antoine Chambaz, D. Choudat, (unknown), J.‐C. Pairon, Mark J. van der Laan	1
12	Estimation of a non-parametric variable importance measure of a continuous exposure 2012 ·Electronic Journal of Statistics ·Antoine Chambaz, Pierre Neuvial, Mark J. van der Laan	11
13	Targeting the Optimal Design in Randomized Clinical Trials with Binary Outcomes and No Covariate: Theoretical Study 2011 ·The International Journal of Biostatistics ·Antoine Chambaz, Mark J. van der Laan	8
14	Targeting the Optimal Design in Randomized Clinical Trials with Binary Outcomes and No Covariate: Simulation Study 2011 ·The International Journal of Biostatistics ·Antoine Chambaz, Mark J. van der Laan	13
15	Number of hidden states and memory: a joint order estimation problem for Markov chains with Markov regime 2008 ·ESAIM Probability and Statistics ·Antoine Chambaz, Catherine Matias	3
16	Control of Neuronal Persistent Activity by Voltage-Dependent Dendritic Properties 2008 ·Journal of Neurophysiology ·Erwin Idoux, Daniel Eugène, Antoine Chambaz, (unknown), John A. White, Lee E. Moore	12
17	Bounds for Bayesian order identification with application to mixtures 2008 ·The Annals of Statistics ·Antoine Chambaz, Judith Rousseau	9
18	A minimum description length approach to hidden Markov models with Poisson and Gaussian emissions. Application to order identification 2008 ·Journal of Statistical Planning and Inference ·Antoine Chambaz, Aurélien Garivier, Élisabeth Gassiat	12
19	Plica Semilunaris Temporal Ectopia 2007 ·Cornea ·É. Denion, Antoine Chambaz, (unknown), (unknown), Max Gérard	6
20	Sifting abstracts from Medline and evaluating their relevance to molecular biology. 2006 ·PubMed ·Natalia Grabar, Marie‐Christine Jaulent, Antoine Chambaz, Céline Lefèbvre, Christian Néri	1

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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