Bertrand Michel

37 papers A* 3A 1C 2Journal 27Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
Differentiable Mapper For Topological Optimization Of Data Representation.
CoRR
Ziyad Oulhaj, Mathieu Carrière, Bertrand Michel
2024 A* conf
Differentiable Mapper for Topological Optimization of Data Representation.
ICML
Ziyad Oulhaj, Mathieu Carrière, Bertrand Michel
2024 J jnl
Topological phase estimation method for reparameterized periodic functions.
Adv. Comput. Math.
Thomas Bonis, Frédéric Chazal, Bertrand Michel, Wojciech Reise
2023 A conf
Code Generation for In-Place Stencils.
CGO
Mohamed Essadki, Bertrand Michel, Bruno Maugars, Oleksandr Zinenko, Nicolas Vasilache, Albert Cohen
2023 J jnl
Kernel-Based Testing for Single-Cell Differential Analysis.
CoRR
Anthony Ozier-Lafontaine, Camille Fourneaux, Ghislain Durif, Céline Vallot, Olivier Gandrillon, Sandrine Giraud, Bertrand Michel, Franck Picard
2023 J jnl
Weighted least-squares approximation with determinantal point processes and generalized volume sampling.
CoRR
Anthony Nouy, Bertrand Michel
2022 J jnl
Statistical analysis of Mapper for stochastic and multivariate filters.
J. Appl. Comput. Topol.
Mathieu Carrière, Bertrand Michel
2022 J jnl
Topological phase estimation method for reparameterized periodic functions.
CoRR
Thomas Bonis, Frédéric Chazal, Bertrand Michel, Wojciech Reise
2022 — conf
Towards a Modular and Variability-Aware Aerodynamic Simulator.
The Logic of Software. A Tasting Menu of Formal Methods
Ferruccio Damiani, Michael Lienhardt, Bruno Maugars, Bertrand Michel
2021 J jnl
An Introduction to Topological Data Analysis: Fundamental and Practical Aspects for Data Scientists.
Frontiers Artif. Intell.
Frédéric Chazal, Bertrand Michel
2021 J jnl
Development of an absolute assignment predictor for triple-negative breast cancer subtyping using machine learning approaches.
Comput. Biol. Medicine
Fadoua Ben Azzouz, Bertrand Michel, Hamza Lasla, Wilfried Gouraud, Anne-Flore François, Fabien Girka, Théo Lecointre, Catherine Guérin-Charbonnel, Philippe P. Juin, Mario Campone, Pascal Jézéquel
2021 J jnl
Identifying homogeneous subgroups of patients and important features: a topological machine learning approach.
BMC Bioinform.
Ewan Carr, Mathieu Carrière, Bertrand Michel, Frédéric Chazal, Raquel Iniesta
2021 J jnl
Linear Regression with Stationary Errors: the R Package slm.
R J.
Emmanuel Caron, Jérôme Dedecker, Bertrand Michel
2019 J jnl
Approximation of Reeb spaces with Mappers and Applications to Stochastic Filters.
CoRR
Mathieu Carrière, Bertrand Michel
2019 J jnl
Robust Stride Detector from Ankle-Mounted Inertial Sensors for Pedestrian Navigation and Activity Recognition with Machine Learning Approaches.
Sensors
Bertrand Beaufils, Frédéric Chazal, Marc Grelet, Bertrand Michel
2019 C conf
Robust pedestrian trajectory reconstruction from inertial sensor.
IPIN
Bertrand Beaufils, Frédéric Chazal, Marc Grelet, Bertrand Michel
2018 J jnl
Statistical Analysis and Parameter Selection for Mapper.
J. Mach. Learn. Res.
Mathieu Carrière, Bertrand Michel, Steve Oudot
2017 J jnl
An introduction to Topological Data Analysis: fundamental and practical aspects for data scientists.
CoRR
Frédéric Chazal, Bertrand Michel
2017 J jnl
Correlation and variable importance in random forests.
Stat. Comput.
Baptiste Gregorutti, Bertrand Michel, Philippe Saint-Pierre
2017 J jnl
Robust Topological Inference: Distance To a Measure and Kernel Distance.
J. Mach. Learn. Res.
Frédéric Chazal, Brittany Terese Fasy, Fabrizio Lecci, Bertrand Michel, Alessandro Rinaldo, Larry A. Wasserman
2017 J jnl
Statistical Analysis and Parameter Selection for Mapper.
CoRR
Mathieu Carrière, Bertrand Michel, Steve Oudot
2017 C conf
Stride detection for pedestrian trajectory reconstruction: A machine learning approach based on geometric patterns.
IPIN
Bertrand Beaufils, Frédéric Chazal, Marc Grelet, Bertrand Michel
2016 — conf
Data driven estimation of Laplace-Beltrami operator.
NIPS
Frédéric Chazal, Ilaria Giulini, Bertrand Michel
2016 J jnl
Data driven estimation of Laplace-Beltrami operator.
CoRR
Frédéric Chazal, Ilaria Giulini, Bertrand Michel
2015 — book
A Statistical Approach to Topological Data Analysis.
Bertrand Michel
2015 J jnl
Convergence rates for persistence diagram estimation in topological data analysis.
J. Mach. Learn. Res.
Frédéric Chazal, Marc Glisse, Catherine Labruère, Bertrand Michel
2015 J jnl
Grouped variable importance with random forests and application to multiple functional data analysis.
Comput. Stat. Data Anal.
Baptiste Gregorutti, Bertrand Michel, Philippe Saint-Pierre
2015 J jnl
Rates of convergence for robust geometric inference.
CoRR
Frédéric Chazal, Pascal Massart, Bertrand Michel
2015 A* conf
Subsampling Methods for Persistent Homology.
ICML
Frédéric Chazal, Brittany Terese Fasy, Fabrizio Lecci, Bertrand Michel, Alessandro Rinaldo, Larry A. Wasserman
2014 A* conf
Convergence rates for persistence diagram estimation in Topological Data Analysis.
ICML
Frédéric Chazal, Marc Glisse, Catherine Labruère, Bertrand Michel
2014 J jnl
Robust Topological Inference: Distance To a Measure and Kernel Distance.
CoRR
Frédéric Chazal, Brittany Terese Fasy, Fabrizio Lecci, Bertrand Michel, Alessandro Rinaldo, Larry A. Wasserman
2014 J jnl
Subsampling Methods for Persistent Homology.
CoRR
Frédéric Chazal, Brittany Terese Fasy, Fabrizio Lecci, Bertrand Michel, Alessandro Rinaldo, Larry A. Wasserman
2013 — conf
Deconvolution for the Wasserstein Metric and Geometric Inference.
GSI
Claire Caillerie, Frédéric Chazal, Jérôme Dedecker, Bertrand Michel
2013 J jnl
Minimax rates of convergence for Wasserstein deconvolution with supersmooth errors in any dimension.
J. Multivar. Anal.
Jérôme Dedecker, Bertrand Michel
2013 J jnl
Optimal rates of convergence for persistence diagrams in Topological Data Analysis
CoRR
Frédéric Chazal, Marc Glisse, Catherine Labruère, Bertrand Michel
2012 J jnl
Slope heuristics: overview and implementation.
Stat. Comput.
Jean-Patrick Baudry, Cathy Maugis, Bertrand Michel
2011 J jnl
Model Selection for Simplicial Approximation.
Found. Comput. Math.
Claire Caillerie, Bertrand Michel