Publications:
P. Graczyk, U. Schneider, T. Skalski, P. Tardivel (alphabetic order) (2026). Pattern Recovery in Penalized and Thresholded Estimation.
and its Geometry. Journal of Optimization Theory and Applications.
M. Bogdan, X. Dupuis, P. Graczyk, B. Kolodziejek, T. Skalski, P. Tardivel, M. Wilczynski (alphabetic order) (2026). Pattern recovery by SLOPE. Applied and Computational Harmonic Analysis.J. Gismatullin, P. Tardivel (alphabetic order) (2024). Beta distribution and associated Stirling numbers of the second kind. Probability and Mathematical Statistics. X. Dupuis, P. Tardivel (alphabetic order) (2024). The Solution Path of SLOPE. The 27th International Conference on Artificial Intelligence and Statistics (AISTATS 2024). G. Deltreil, P. Tardivel , P. Graczyk, M. Escobar-Bach, M. Fadel, A. Descatha (2023). Application Of A Mathematical Method To Assess Associations Between Work Exposures And Severe Back And Hand Pain Using Job Exposure Matrices In The Constances Cohort. Journal of Occupational and Environmental Medicine. G. Deltreil, P. Tardivel , P. Graczyk, M. Escobar-Bach, A. Descatha (2022). How to use biomechanical job exposure matrices with job history to access work exposure for musculoskeletal disorders? Application of mathematical modeling in severe knee pain in the constances cohort. International Journal of Environmental Research and Public Health. U. Schneider, P. Tardivel (alphabetic order)(2022). The Geometry of Uniqueness, Sparsity and Clustering in Penalized Estimation. Journal of Machine Learning Research. X. Dupuis, P. Tardivel (alphabetic order) (2022). Proximal operator for the sorted l1 norm with application to testing procedures based on SLOPE. Journal of Statistical Planning and Inference. P. Tardivel, M. Bogdan (2022). On the sign recovery by LASSO, thresholded LASSO and thresholded Basis Pursuit Denoising. Scandinavian Journal of Statistics. P. Tardivel, R. Servien, D. Concordet. Powerful multiple testing procedures derived from hyperrectangular region having a minimal volume (2021). Journal de la Société Française de Statistique. P. Tardivel, R Servien, D. Concordet (2020). Simple expression of the LASSO and SLOPE estimators in low-dimension. Statistics. G. Lefort, L. Liaubet, C. Canlet, P. Tardivel, MC. Père, H. Quesnel, A. Paris, N. Iannuccelli, N. Vialaneix, R. Servien (2019). ASICS: an R package for the wole analysis of 1D 1H NMR spectra. Bioinformatics. P. Tardivel, R. Servien, D. Concordet (2018). Sparsest representations and approximations of an underdetermined linear system. Inverse Problems. P. Tardivel, C. Canlet, G. Lefort, M. Tremblay-Franco, L. Debrauwer, D. Concordet, R Servien (2017). ASICS: an automatic method for identification and quantification of metabolites in complex 1D 1H NMR spectra. Metabolomics. Y. Guitton, M. Tremblay-Franco, G. Le Corguillé, JF. Martin, M. Pétéra, P. Roger-Mele, A. Delabrière, S. Goulitquer, M. Monsoor, C. Duperier, C. Canlet, R. Servien, P. Tardivel, C. Caron, F. Giacomoni, EA. Thévenot (2017). Create, run, share, publish, and reference your LC-MS, and NMR data analysis workflows with workflow4Metabolomics 3.0, the Galaxy online infradtructure for metabolomics. International Journal of Biochemistry and Cell Biology. Preprints:
P. Tardivel. Comment on the subdifferential formula given in the article ``Algorithmic Analysis and Statistical Estimation of SLOPE via Approximate Message Passing''.
Article de mathématiques récréatives:
B. Chanceaux, C. Feurtet, E. Souillot (auteurs principaux), O. Couture, F. Métin, P. Tardivel (encadrants). La symphonie des cercles circonscrits P. Tardivel. La loi normale : la reine de l’aléatoire
P. Graczyk, U. Schneider, T. Skalski, P. Tardivel (alphabetic order) (2026). Pattern Recovery in Penalized and Thresholded Estimation.
and its Geometry. Journal of Optimization Theory and Applications.
M. Bogdan, X. Dupuis, P. Graczyk, B. Kolodziejek, T. Skalski, P. Tardivel, M. Wilczynski (alphabetic order) (2026). Pattern recovery by SLOPE. Applied and Computational Harmonic Analysis.J. Gismatullin, P. Tardivel (alphabetic order) (2024). Beta distribution and associated Stirling numbers of the second kind. Probability and Mathematical Statistics. X. Dupuis, P. Tardivel (alphabetic order) (2024). The Solution Path of SLOPE. The 27th International Conference on Artificial Intelligence and Statistics (AISTATS 2024). G. Deltreil, P. Tardivel , P. Graczyk, M. Escobar-Bach, M. Fadel, A. Descatha (2023). Application Of A Mathematical Method To Assess Associations Between Work Exposures And Severe Back And Hand Pain Using Job Exposure Matrices In The Constances Cohort. Journal of Occupational and Environmental Medicine. G. Deltreil, P. Tardivel , P. Graczyk, M. Escobar-Bach, A. Descatha (2022). How to use biomechanical job exposure matrices with job history to access work exposure for musculoskeletal disorders? Application of mathematical modeling in severe knee pain in the constances cohort. International Journal of Environmental Research and Public Health. U. Schneider, P. Tardivel (alphabetic order)(2022). The Geometry of Uniqueness, Sparsity and Clustering in Penalized Estimation. Journal of Machine Learning Research. X. Dupuis, P. Tardivel (alphabetic order) (2022). Proximal operator for the sorted l1 norm with application to testing procedures based on SLOPE. Journal of Statistical Planning and Inference. P. Tardivel, M. Bogdan (2022). On the sign recovery by LASSO, thresholded LASSO and thresholded Basis Pursuit Denoising. Scandinavian Journal of Statistics. P. Tardivel, R. Servien, D. Concordet. Powerful multiple testing procedures derived from hyperrectangular region having a minimal volume (2021). Journal de la Société Française de Statistique. P. Tardivel, R Servien, D. Concordet (2020). Simple expression of the LASSO and SLOPE estimators in low-dimension. Statistics. G. Lefort, L. Liaubet, C. Canlet, P. Tardivel, MC. Père, H. Quesnel, A. Paris, N. Iannuccelli, N. Vialaneix, R. Servien (2019). ASICS: an R package for the wole analysis of 1D 1H NMR spectra. Bioinformatics. P. Tardivel, R. Servien, D. Concordet (2018). Sparsest representations and approximations of an underdetermined linear system. Inverse Problems. P. Tardivel, C. Canlet, G. Lefort, M. Tremblay-Franco, L. Debrauwer, D. Concordet, R Servien (2017). ASICS: an automatic method for identification and quantification of metabolites in complex 1D 1H NMR spectra. Metabolomics. Y. Guitton, M. Tremblay-Franco, G. Le Corguillé, JF. Martin, M. Pétéra, P. Roger-Mele, A. Delabrière, S. Goulitquer, M. Monsoor, C. Duperier, C. Canlet, R. Servien, P. Tardivel, C. Caron, F. Giacomoni, EA. Thévenot (2017). Create, run, share, publish, and reference your LC-MS, and NMR data analysis workflows with workflow4Metabolomics 3.0, the Galaxy online infradtructure for metabolomics. International Journal of Biochemistry and Cell Biology. Preprints:
P. Tardivel. Comment on the subdifferential formula given in the article ``Algorithmic Analysis and Statistical Estimation of SLOPE via Approximate Message Passing''.
Article de mathématiques récréatives:
B. Chanceaux, C. Feurtet, E. Souillot (auteurs principaux), O. Couture, F. Métin, P. Tardivel (encadrants). La symphonie des cercles circonscrits P. Tardivel. La loi normale : la reine de l’aléatoire
Numerical experiments for my habilitation (in french):
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