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Sholom Schechtman. Some Problems in Nonconvex Stochastic Optimization. Numerical Analysis [math.NA]. Université Gustave Eiffel, 2021. English. ⟨NNT : 2021UEFL2031⟩. ⟨tel-03698454⟩
Adrien Vacher, François-Xavier Vialard. Stability of Semi-Dual Unbalanced Optimal Transport: fast statistical rates and convergent algorithm.. 2022. ⟨hal-03609629v2⟩
Maxime Clenet, E Ferchichi, Jamal Najim. EQUILIBRIUM IN A LARGE LOTKA-VOLTERRA SYSTEM WITH PAIRWISE CORRELATED INTERACTIONS. 2022. ⟨hal-03681747⟩
Sholom Schechtman. Stochastic proximal subgradient descent oscillates in the vicinity of its accumulation set. Optimization Letters, Springer Verlag, 2022, ⟨10.1007/s11590-022-01884-8⟩. ⟨hal-03676675⟩
Arup Bose, Walid Hachem. Smallest singular value and limit eigenvalue distribution of a class of non-Hermitian random matrices with statistical application. Journal of Multivariate Analysis, Elsevier, 2020, ⟨10.1016/j.jmva.2020.104623⟩. ⟨hal-03052843⟩
Alexis Rosuel. Behaviour of non parametric estimators of second order statistics of high dimensional time series : a large random matrix approach. Statistics [math.ST]. Université Gustave Eiffel, 2021. English. ⟨NNT : 2021UEFL2034⟩. ⟨tel-03665080⟩
Pascal Bianchi, Walid Hachem, Sholom Schechtman. Convergence of constant step stochastic gradient descent for non-smooth non-convex functions. Set-Valued and Variational Analysis, Springer, 2022. ⟨hal-02564349v3⟩
Thomas Gallouët, Roberta Ghezzi, François-Xavier Vialard. Regularity theory and geometry of unbalanced optimal transport. 2021. ⟨hal-03498098⟩
Adrien Vacher, François-Xavier Vialard. Convex transport potential selection with semi-dual criterion. 2021. ⟨hal-03475455⟩
Raphaël Barboni, Gabriel Peyré, François-Xavier Vialard. Global convergence of ResNets: From finite to infinite width using linear parameterization. 2021. ⟨hal-03473699⟩
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