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Dive into the research topics where Sébastien Gadat is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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CV@R-penalised portfolio optimisation with biased stochastic mirror descent
Costa, M., Gadat, S. & Huang, L., 1 Jun 2025, In: Finance and Stochastics. 29, 3, p. 609-664 56 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Lymphocyte migration and retention properties affected by ibrutinib in chronic lymphocytic leukemia
Rey-Barroso, J., Munaretto, A., Rouquié, N., Mougel, A., Chassan, M., Gadat, S., Dewingle, O., Poincloux, R., Cadot, S., Ysebaert, L., Quillet-Mary, A. & Dupré, L., 1 Mar 2024, In: Haematologica. 109, 3, p. 809-823 15 p.Research output: Contribution to journal › Article › peer-review
Open Access -
On the suitability of a convolutional neural network based RCM-emulator for fine spatio-temporal precipitation
Doury, A., Somot, S. & Gadat, S., 1 Sept 2024, In: Climate Dynamics. 62, 9, p. 8587-8613 27 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Privately Learning Smooth Distributions on the Hypercube by Projections
Lalanne, C. & Gadat, S., 1 Jan 2024, In: Proceedings of Machine Learning Research. 235, p. 25936-25975 40 p.Research output: Contribution to journal › Conference article › peer-review
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Stochastic Gradient Langevin Dynamics for (weakly) log-concave posterior distributions
Crespo Navas, M., Gadat, S. & Gendre, X., 1 Jan 2024, In: Electronic Journal of Probability. 29, 179.Research output: Contribution to journal › Article › peer-review
Open Access -
A stochastic Gauss-Newton algorithm for regularized semi-discrete optimal transport
Bercu, B., Bigot, J., Gadat, S. & Siviero, E., 1 Mar 2023, In: Information and Inference. 12, 1, p. 390-447 58 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Optimal non-asymptotic analysis of the Ruppert–Polyak averaging stochastic algorithm
Gadat, S. & Panloup, F., 1 Feb 2023, In: Stochastic Processes and their Applications. 156, p. 312-348 37 p.Research output: Contribution to journal › Article › peer-review
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Regional climate model emulator based on deep learning: concept and first evaluation of a novel hybrid downscaling approach
Doury, A., Somot, S., Gadat, S., Ribes, A. & Corre, L., 1 Mar 2023, In: Climate Dynamics. 60, 5-6, p. 1751-1779 29 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Asymptotic Study of Stochastic Adaptive Algorithms in Non-convex Landscape
Gadat, S. & Gavra, I., 1 Aug 2022, In: Journal of Machine Learning Research. 23, 228.Research output: Contribution to journal › Article › peer-review
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Non asymptotic controls on a recursive superquantile approximation
Costa, M. & Gadat, S., 1 Jan 2021, In: Electronic Journal of Statistics. 15, 2, p. 4718-4769 52 p.Research output: Contribution to journal › Article › peer-review
Open Access