نتائج البحث

Nonasymptotic Estimates for Stochastic Gradient Langevin Dynamics Under Local Conditions in Nonconvex Optimization.

• Authors : Zhang, Ying¹ (AUTHOR) ; Akyildiz, Ömer Deniz² (AUTHOR); Damoulas, Theodoros^3,4 (AUTHOR)

Subjects: *ALGORITHMS

• Source: Applied Mathematics & Optimization. Apr2023, Vol. 87 Issue 2, p1-41. 41p.

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Approximation to Stochastic Variance Reduced Gradient Langevin Dynamics by Stochastic Delay Differential Equations.

• Authors : Chen, Peng^1,2,3 (AUTHOR); Lu, Jianya^2,3 (AUTHOR); Xu, Lihu^2,3 (AUTHOR)

• Source: Applied Mathematics & Optimization. Apr2022, Vol. 85 Issue 2, p1-43. 43p.

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Diffusions interacting through a random matrix: universality via stochastic Taylor expansion.

• Authors : Dembo, Amir¹ (AUTHOR); Gheissari, Reza² (AUTHOR)

Subjects: RANDOM matrices; TAYLOR'S series; RANDOM dynamical systems

• Source: Probability Theory & Related Fields. Aug2021, Vol. 180 Issue 3/4, p1057-1097. 41p.

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Random-field random surfaces.

• Authors : Dario, Paul¹ (AUTHOR); Harel, Matan² (AUTHOR); Peled, Ron³ (AUTHOR)

Subjects: *MATHEMATICS; LOW temperatures; HIGH temperatures

• Source: Probability Theory & Related Fields. Jun2023, Vol. 186 Issue 1/2, p91-158. 68p.

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Couplings, gradient estimates and logarithmic Sobolev inequalitiy for Langevin bridges.

• Authors : Conforti, Giovanni¹ ; Von Renesse, Max²

Subjects: SOBOLEV gradients; LANGEVIN equations; BRIDGES (Graph theory)

• Source: Probability Theory & Related Fields. Oct2018, Vol. 172 Issue 1/2, p493-524. 32p.

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Cugliandolo-Kurchan equations for dynamics of Spin-Glasses.

• Authors : Arous, Gérard Ben¹ ; Dembo, Amir² ; Guionnet, Alice³

Subjects: *DIFFERENTIAL equations; DYNAMICS; BESSEL functions

• Source: Probability Theory & Related Fields. Dec2006, Vol. 136 Issue 4, p619-660. 42p.

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Persistence of Gaussian processes: non-summable correlations.

• Authors : Dembo, Amir¹; Mukherjee, Sumit²

Subjects: *STATISTICAL correlation; *PROBABILITY theory; GAUSSIAN processes

• Source: Probability Theory & Related Fields. Dec2017, Vol. 169 Issue 3/4, p1007-1039. 33p.

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Synchronization and random long time dynamics for mean-field plane rotators.

• Authors : Bertini, Lorenzo¹; Giacomin, Giambattista² ; Poquet, Christophe²

Subjects: SYNCHRONIZATION; MEAN field theory; LANGEVIN equations

• Source: Probability Theory & Related Fields. Dec2014, Vol. 160 Issue 3/4, p593-653. 61p. 1 Graph.

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Aging of spherical spin glasses.

• Authors : Arous, G. Ben; Dembo, A.; Guionnet, A.

Subjects: STATISTICAL physics; LANGEVIN equations; PHASE transitions

• Source: Probability Theory & Related Fields. 2001, Vol. 120 Issue 1, p1. 67p.

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