Slope heuristics: overview and implementation. Zbl 1322.62007
Baudry, Jean-Patrick; Maugis, Cathy; Michel, Bertrand |
|
2012
|
Estimating the reach of a manifold. Zbl 1418.62100
Aamari, Eddie; Kim, Jisu; Chazal, Frédéric; Michel, Bertrand; Rinaldo, Alessandro; Wasserman, Larry |
|
2019
|
Robust topological inference: distance to a measure and kernel distance. Zbl 1435.62452
Chazal, Frédéric; Fasy, Brittany; Lecci, Fabrizio; Michel, Bertrand; Rinaldo, Alessandro; Wasserman, Larry |
|
2018
|
A non asymptotic penalized criterion for Gaussian mixture model selection. Zbl 1395.62162
Maugis, Cathy; Michel, Bertrand |
|
2011
|
Convergence rates for persistence diagram estimation in topological data analysis. Zbl 1351.62009
Chazal, Frédéric; Glisse, Marc; Labruère, Catherine; Michel, Bertrand |
|
2015
|
Correlation and variable importance in random forests. Zbl 1505.62167
Gregorutti, Baptiste; Michel, Bertrand; Saint-Pierre, Philippe |
|
2017
|
Grouped variable importance with random forests and application to multiple functional data analysis. Zbl 1468.62069
Gregorutti, Baptiste; Michel, Bertrand; Saint-Pierre, Philippe |
|
2015
|
Deconvolution for the Wasserstein metric and geometric inference. Zbl 1274.62363
Caillerie, Claire; Chazal, Frédéric; Dedecker, Jérôme; Michel, Bertrand |
|
2011
|
Adaptive density estimation for clustering with Gaussian mixtures. Zbl 1395.62164
Maugis-Rabusseau, C.; Michel, B. |
|
2013
|
Statistical analysis and parameter selection for Mapper. Zbl 1444.62172
Carrière, Mathieu; Michel, Bertrand; Oudot, Steve |
|
2018
|
Data-driven penalty calibration: a case study for Gaussian mixture model selection. Zbl 1395.62163
Maugis, Cathy; Michel, Bertrand |
|
2011
|
Rates of convergence for robust geometric inference. Zbl 1347.62055
Chazal, Frédéric; Massart, Pascal; Michel, Bertrand |
|
2016
|
Learning with tree tensor networks: complexity estimates and model selection. Zbl 07526570
Michel, Bertrand; Nouy, Anthony |
|
2022
|
Minimax rates of convergence for Wasserstein deconvolution with supersmooth errors in any dimension. Zbl 1280.62043
Dedecker, Jérôme; Michel, Bertrand |
|
2013
|
Efficiency of optimized bifurcating tree-like and parallel microchannel networks in the cooling of electronics. Zbl 1157.80325
Escher, W.; Michel, B.; Poulikakos, D. |
|
2009
|
Improved rates for Wasserstein deconvolution with ordinary smooth error in dimension one. Zbl 1307.62092
Dedecker, Jérôme; Fischer, Aurélie; Michel, Bertrand |
|
2015
|
Model selection for simplicial approximation. Zbl 1231.62123
Caillerie, Claire; Michel, Bertrand |
|
2011
|
Deconvolution for the Wasserstein metric and geometric inference. Zbl 1396.94046
Caillerie, Claire; Chazal, Frédéric; Dedecker, Jérôme; Michel, Bertrand |
|
2013
|
Detecting and modeling critical dependence structures between random inputs of computer models. Zbl 1457.62098
Benoumechiara, Nazih; Bousquet, Nicolas; Michel, Bertrand; Saint-Pierre, Philippe |
|
2020
|
Statistical analysis of Mapper for stochastic and multivariate filters. Zbl 1505.55010
Carrière, Mathieu; Michel, Bertrand |
|
2022
|
Learning with tree tensor networks: complexity estimates and model selection. Zbl 07526570
Michel, Bertrand; Nouy, Anthony |
|
2022
|
Statistical analysis of Mapper for stochastic and multivariate filters. Zbl 1505.55010
Carrière, Mathieu; Michel, Bertrand |
|
2022
|
Detecting and modeling critical dependence structures between random inputs of computer models. Zbl 1457.62098
Benoumechiara, Nazih; Bousquet, Nicolas; Michel, Bertrand; Saint-Pierre, Philippe |
|
2020
|
Estimating the reach of a manifold. Zbl 1418.62100
Aamari, Eddie; Kim, Jisu; Chazal, Frédéric; Michel, Bertrand; Rinaldo, Alessandro; Wasserman, Larry |
|
2019
|
Robust topological inference: distance to a measure and kernel distance. Zbl 1435.62452
Chazal, Frédéric; Fasy, Brittany; Lecci, Fabrizio; Michel, Bertrand; Rinaldo, Alessandro; Wasserman, Larry |
|
2018
|
Statistical analysis and parameter selection for Mapper. Zbl 1444.62172
Carrière, Mathieu; Michel, Bertrand; Oudot, Steve |
|
2018
|
Correlation and variable importance in random forests. Zbl 1505.62167
Gregorutti, Baptiste; Michel, Bertrand; Saint-Pierre, Philippe |
|
2017
|
Rates of convergence for robust geometric inference. Zbl 1347.62055
Chazal, Frédéric; Massart, Pascal; Michel, Bertrand |
|
2016
|
Convergence rates for persistence diagram estimation in topological data analysis. Zbl 1351.62009
Chazal, Frédéric; Glisse, Marc; Labruère, Catherine; Michel, Bertrand |
|
2015
|
Grouped variable importance with random forests and application to multiple functional data analysis. Zbl 1468.62069
Gregorutti, Baptiste; Michel, Bertrand; Saint-Pierre, Philippe |
|
2015
|
Improved rates for Wasserstein deconvolution with ordinary smooth error in dimension one. Zbl 1307.62092
Dedecker, Jérôme; Fischer, Aurélie; Michel, Bertrand |
|
2015
|
Adaptive density estimation for clustering with Gaussian mixtures. Zbl 1395.62164
Maugis-Rabusseau, C.; Michel, B. |
|
2013
|
Minimax rates of convergence for Wasserstein deconvolution with supersmooth errors in any dimension. Zbl 1280.62043
Dedecker, Jérôme; Michel, Bertrand |
|
2013
|
Deconvolution for the Wasserstein metric and geometric inference. Zbl 1396.94046
Caillerie, Claire; Chazal, Frédéric; Dedecker, Jérôme; Michel, Bertrand |
|
2013
|
Slope heuristics: overview and implementation. Zbl 1322.62007
Baudry, Jean-Patrick; Maugis, Cathy; Michel, Bertrand |
|
2012
|
A non asymptotic penalized criterion for Gaussian mixture model selection. Zbl 1395.62162
Maugis, Cathy; Michel, Bertrand |
|
2011
|
Deconvolution for the Wasserstein metric and geometric inference. Zbl 1274.62363
Caillerie, Claire; Chazal, Frédéric; Dedecker, Jérôme; Michel, Bertrand |
|
2011
|
Data-driven penalty calibration: a case study for Gaussian mixture model selection. Zbl 1395.62163
Maugis, Cathy; Michel, Bertrand |
|
2011
|
Model selection for simplicial approximation. Zbl 1231.62123
Caillerie, Claire; Michel, Bertrand |
|
2011
|
Efficiency of optimized bifurcating tree-like and parallel microchannel networks in the cooling of electronics. Zbl 1157.80325
Escher, W.; Michel, B.; Poulikakos, D. |
|
2009
|