Group by: Item Type | Date | No Grouping
Number of items: 51.

Article

Doury, AntoineIdRef, Gadat, SébastienIdRef and Somot, SamuelIdRef (2024) On the suitability of a Convolutional Neural Network based RCM-Emulator for fine spatio-temporal precipitation. Climate Dynamics, vol.62. pp. 8587-8613.

Gadat, SébastienIdRef and Lalanne, ClémentIdRef (2024) Privately learning smooth distribution on the hypercube by projections. Proceedings of Machine Learning Research, Vol. 235. 25936 - 25975.

Crespo, MarelysIdRef, Gadat, SébastienIdRef and Gendre, XavierIdRef (2024) Stochastic gradient langevin dynamics for (weakly) log-concave posterior distributions. Electronic Journal of Probability, Vol. 29. pp. 1-40.

Gadat, SébastienIdRef and Panloup, FabienIdRef (2023) Optimal non-asymptotic analysis of the Ruppert-Polyak averaging stochastic algorithm. Stochastic Processes and their Applications, vol. 156. pp. 312-348.

Gadat, SébastienIdRef, Corre, LolaIdRef, Doury, AntoineIdRef, Ribes, AurélienIdRef and Somot, SamuelIdRef (2023) Regional Climate Model Emulator Based on Deep Learning: Concept and First Evaluation of a Novel Hybrid Downscaling Approach. Climate Dynamics, vol. 60. pp. 1751-1779.

Gadat, SébastienIdRef and Gavra, Ioana (2022) Asymptotic study of stochastic adaptive algorithm in non-convex landscape. Journal of Machine Learning Research, vol. 23 (art. 228). pp. 1-54.

Bercu, BernardIdRef, Bigot, JérémieIdRef, Gadat, SébastienIdRef and Siviero, Emilia (2022) A stochastic Gauss-Newton algorithm for regularized semi-discrete optimal transport. Information and Inference: A Journal of the IMA. pp. 1-56.

Bercu, BernardIdRef, Gadat, SébastienIdRef and Costa, ManonIdRef (2021) Stochastic approximation algorithms for superquantiles estimation. Electronic Journal of Probability, vol. 26 (n° 84). pp. 1-29.

Lafouresse, FannyIdRef, Jugele, RomainIdRef, Müller, Sabina, Doineau, Marine, Duplan-Eche, Valérie, Espinosa, EricIdRef, Puissegur, Marie-PierreIdRef, Gadat, SébastienIdRef and Valitutti, SalvatoreIdRef (2021) Stochastic asymmetric repartition of lytic machinery in dividing CD8+ T cells generates heterogeneous killing behavior. eLife.

Gadat, SébastienIdRef and Costa, ManonIdRef (2021) Non-Asymptotic Study of a Recursive Superquantile Estimation Algorithm. Electronic Journal of Statistics, vol.15 (n°2). pp. 4718-4769.

Castro, Yohann deIdRef, Gadat, SébastienIdRef, Marteau, ClémentIdRef and Maugis, CathyIdRef (2021) SuperMix: Sparse Regularization for Mixture. Annals of Statistics, vol. 49 (n° 3). pp. 1779-1809.

Gadat, SébastienIdRef, Marteau, ClémentIdRef and Maugis, CathyIdRef (2020) Parameter recovery in two-component contamination mixtures: the L2 strategy. Annales de l'Institut Henri Poincaré, vol. 56 (n° 2). pp. 1391-1418.

Gadat, SébastienIdRef, Gerchinovitz, SebastienIdRef and Marteau, ClémentIdRef (2020) Optimal functional supervised classification with separation condition. Bernoulli journal, vol. 26 (n° 3). pp. 1797-1831.

Costa, ManonIdRef, Gadat, SébastienIdRef, Gonnord, PaulineIdRef and Risser, LaurentIdRef (2019) Cytometry inference through adaptive atomic deconvolution. Journal of Nonparametric Statistics, vol. 31 (n° 2). pp. 506-547.

Gonnord, PaulineIdRef, Costa, Megan, Abreu, ArnaudIdRef, Peres, Michael, Ysebaert, LoicIdRef, Gadat, SébastienIdRef and Valitutti, SalvatoreIdRef (2019) Multiparametric analysis of CD8+ T cell compartment phenotype in chronic lymphocytic leukemia reveals a signature associated with progression toward therapy. OncoImmunology, vol. 8 (n° 4).

Gadat, SébastienIdRef, Gavra, Ioana and Risser, Laurent (2018) How to calculate the barycenter of a weighted graph. Mathematics of Operations Research, 43 (4). pp. 1051-1404.

Panloup, FabienIdRef, Saadane, SofianeIdRef and Gadat, SébastienIdRef (2018) Regret bound for Narendra-Shapiro bandit algorithms. Stochastics. pp. 886-926.

Gadat, SébastienIdRef, Panloup, FabienIdRef and Saadane, SofianeIdRef (2018) Stochastic Heavy Ball. Electronic Journal of Statistics, 12 (1). pp. 461-529.

Ysebaert, LoicIdRef, Cadot, Sarah, Kanoun, Salim, Ken, Soleakhena, Recher, Christian, Malgouyres, FrançoisIdRef, Gadat, SébastienIdRef, Dupré, LoïcIdRef and Quillet Mary, AnneIdRef (2017) Computational Integration to Model Tumor Dynamics in CLL Patients Treated with the Btk Inhibitor Ibrutinib (CompuTreatCLL): First Results of an Integrative Systems Biology Approach. Blood, 130 (1).

Gadat, SébastienIdRef, Klein, Thierry and Marteau, Clément (2016) Classification with the nearest neighbor rule in general finite dimensional spaces. Annals of Statistics, 44 (3). pp. 982-1009.

Gadat, SébastienIdRef, Miclo, LaurentIdRef and Panloup, FabienIdRef (2015) A stochastic model for speculative bubbles. Alea - Latin American Journal of Probability and Mathematical Statistics, 12 (1).

Chopin, NicolasIdRef, Gadat, SébastienIdRef, Guedj, Benjamin, Guyader, ArnaudIdRef and Vernet, Elodie (2015) On some recent advances in high dimensional Bayesian Statistics. Esaim Proceedings and Surveys, 51. pp. 293-319.

Christophe, ClaireIdRef, Dupré, LoïcIdRef, Gadat, SébastienIdRef, Guipouy, DelphineIdRef, Müller, Sabina, Valitutti, SalvatoreIdRef, Vasconcelos, Zilton and Yu, Wong (2015) Individual Human Cytotoxic T Lymphocytes Exhibit Intraclonal Heterogeneity during Sustained Killing. Cell Reports, vol. 11 (n° 9). pp. 1474-1485.

Cattiaux, PatrickIdRef, Christophe, ClaireIdRef, Dupré, LoïcIdRef, Gadat, SébastienIdRef, Rodrigues, Magda and Valitutti, SalvatoreIdRef (2015) A biased competition model of dynamical cytotoxic T lymphocytes tumor nodule interaction. Plos One, vol. 10 (n° 3).

Champion, MagaliIdRef, Cierco, ChristineIdRef, Gadat, SébastienIdRef and Vignes, MatthieuIdRef (2014) Sparse regression and support recovery with L2-Boosting algorithms. Journal of Statistical Planning and Inference, 155. pp. 19-41.

Gadat, SébastienIdRef and Panloup, FabienIdRef (2014) Long time behavior and stationary regime of memory gradient diffusions. Annales de l'Institut Henri Poincaré, 50 (2). pp. 564-601.

Bontemps, Dominique and Gadat, SébastienIdRef (2014) Bayesian methods for the shape invariant model. Electronic Journal of Statistics, 8 (1). pp. 1522-1568.

Champion, MagaliIdRef, Chastaing, GaelleIdRef, Gadat, SébastienIdRef and Prieur, ClémentineIdRef (2014) L2-boosting on a generalized Hoeffding decomposition for dependent variables. Application to Sensitivity Analysis. Statistica Sinica.

Dedieu, D., Delpierre, C., Gadat, SébastienIdRef, Lang, T.IdRef, Lepage, BenoîtIdRef and Savy, N. (2014) Mixed hidden markov model for heterogeneous longitudinal data with missingness and errors in the outcome variable. Journal de la Société Française de statistique.

Bontemps, Dominique and Gadat, SébastienIdRef (2014) Posterior contraction rates on probability measures. Electronic Journal of Statistics.

Bigot, JérémieIdRef, Gadat, SébastienIdRef, Klein, Thierry and Marteau, Clément (2013) Intensity estimation of nonhomogeneous poisson processes from shifted trajectories. Electronic Journal of Statistics, 7. pp. 881-931.

Gadat, SébastienIdRef, Panloup, FabienIdRef and Pellegrini, C.IdRef (2013) Large deviation principle for invariant distributions of memory gradient diffusions. Electronic Journal of Probability, 18. pp. 1-34.

Cohen, S., Déjéan, Sébastien and Gadat, SébastienIdRef (2012) Adaptive sequential design for regression on multiresolution bases. Statistics and Computing, 22 (2). pp. 753-772.

Bigot, JérémieIdRef, Claire, Christophe and Gadat, SébastienIdRef (2012) Random action of compact lie groups and minimax estimation of a mean pattern. IEEE Transactions on Information Theory, 58. pp. 3509-3520.

Gadat, SébastienIdRef and Miclo, LaurentIdRef (2012) Spectral decompositions and l2-operator norms of toy hypocoercive models. Kinetic and Related Models, 6. pp. 317-372.

Dkaki, T., Gadat, SébastienIdRef, Inglebert, J. M., Truong, Q. D. and Villa-Vialaneix, NathalieIdRef (2011) Recherche et représentation de communautés dans un grand graphe : une approche combinée. Document Numérique, 14. pp. 59-80.

Bigot, JérémieIdRef, Gadat, SébastienIdRef and Marteau, Clément (2010) Sharp template estimation in a shifted curves model. Electronic Journal of Statistics, 4. pp. 994-1021.

Bigot, JérémieIdRef and Gadat, SébastienIdRef (2010) Smoothing under diffeomorphic constraints with homeomorphic splines. SIAM Journal On Numerical Analysis, 48 (1). pp. 224-243.

Bigot, JérémieIdRef and Gadat, SébastienIdRef (2010) A deconvolution approach to estimation of a common shape in a shifted curves model. Annals of Statistics, 38 (4). pp. 2422-2464.

Book Section

Bigot, JérémieIdRef and Gadat, SébastienIdRef (2010) Pattern recognition through large deformations of images. In: Pattern Recognition Intech. ISBN 978-953-7619-X-X

Monograph

Lalanne, Clément and Gadat, SébastienIdRef (2024) Privately Learning Smooth Distributions on the Hypercube by Projections. TSE Working Paper, n. 24-1505, Toulouse

Doury, AntoineIdRef, Somot, SamuelIdRef and Gadat, SébastienIdRef (2024) On the suitability of a Convolutional Neural Network based RCM-Emulator for fine spatio-temporal precipitation. TSE Working Paper, n. 24-1497, Toulouse

Gadat, SébastienIdRef, Castro, Yohann deIdRef and Marteau, ClémentIdRef (2023) FastPart : Over-Parameterized Stochastic Gradient Descent for Sparse optimisation on Measures. TSE Working Paper, n. 23-1494, Toulouse

Gadat, SébastienIdRef and Villeneuve, StéphaneIdRef (2023) Parsimonious Wasserstein Text-mining. TSE Working Paper, n. 23-1471, Toulouse

Crespo, MarelysIdRef, Gadat, SébastienIdRef and Gendre, XavierIdRef (2023) Stochastic Langevin Monte Carlo for (weakly) log-concave posterior distributions. TSE Working Paper, n. 23-1398, Toulouse

Costa, ManonIdRef, Gadat, SébastienIdRef and Huang, LorickIdRef (2022) CV@R penalized portfolio optimization with biased stochastic mirror descent. TSE Working Paper, n. 22-1342, Toulouse

Gadat, SébastienIdRef, Panloup, FabienIdRef and Pellegrini, C. (2020) On the cost of Bayesian posterior mean strategy for log-concave models. TSE Working Paper, n. 20-1155, Toulouse

Gadat, SébastienIdRef and Costa, ManonIdRef (2020) Non asymptotic controls on a stochastic algorithm for superquantile approximation. TSE Working Paper, n. 20-1149, Toulouse

Cattiaux, PatrickIdRef, Christophe, ClaireIdRef and Gadat, SébastienIdRef (2016) A stochastic model for cytotoxic T. Lymphocyte interaction with tumor nodules. TSE Working Paper, n. 16-711, Toulouse

Gadat, SébastienIdRef, Gavra, Ioana and Risser, Laurent (2016) How to calculate the barycenter of a weighted graph. TSE Working Paper, n. 16-652, Toulouse

Christophe, ClaireIdRef, Rodrigues, Magda, Müller, Sabina, Dupre, LoïcIdRef, Cattiaux, PatrickIdRef, Gadat, SébastienIdRef and Valitutti, SalvatoreIdRef (2014) A biased competition model of dynamical cytotoxic T lymphocytes/tumor nodule interaction. TSE Working Paper, n. 14-539, Toulouse

This list was generated on Thu Apr 17 17:46:08 2025 CEST.