Copertina

Is Stochastic Gradient Descent Effective? A PDE Perspective on Machine Learning processes

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Barbieri, Davide, Bonforte, Matteo, Ibarrondo, Peio
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Machine Learning Analysis of PDEs Probability 35Q68, 68T07, 35K65, 35B40, 60J60, 35J70, 35K15
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

On Approximating the Potts Model with Contracting Glauber Dynamics
di: He, Roxanne, et al.
Pubblicazione: (2024)

Hydrodynamic limit for repeated averages on the complete graph
di: Campos, Alberto M., et al.
Pubblicazione: (2025)

Convergence of a Stochastic Particle System to the Continuous Generalized Exchange-Driven Growth Model
di: Lam, Chun Yin, et al.
Pubblicazione: (2025)

Optimal convergence rates in stochastic homogenization in a balanced random environment
di: Guo, Xiaoqin, et al.
Pubblicazione: (2023)

Quantitative relative entropy estimates on the whole space for convolution interaction forces
di: Nikolaev, Paul, et al.
Pubblicazione: (2024)

Well-posedness of diffusion-aggregation equations with bounded kernels and their mean-field approximations
di: Chen, Li, et al.
Pubblicazione: (2023)

Weak Adversarial Neural Pushforward Method for the McKean-Vlasov / Mean-Field Fokker-Planck Equation
di: He, Andrew Qing, et al.
Pubblicazione: (2026)

Convergence and front position for an FKPP-type free boundary problem
di: Berestycki, Julien, et al.
Pubblicazione: (2025)

Multi-type logistic branching processes with selection: frequency process and genealogy for large carrying capacities
di: Pra, Marta Dai, et al.
Pubblicazione: (2025)

Heat kernel estimates for Schrödinger operators with supercritical killing potentials
di: Cho, Soobin, et al.
Pubblicazione: (2025)

Sharp threshold for network recovery from voter model dynamics
di: Du, Hang, et al.
Pubblicazione: (2025)

Divergence-free drifts decrease concentration
di: Hess-Childs, Elias, et al.
Pubblicazione: (2025)

Selection principle for the $N$-BBM
di: Berestycki, Julien, et al.
Pubblicazione: (2024)

On the shape of the connected components of the complement of two-dimensional Brownian random interlacements
di: Collin, Orphée, et al.
Pubblicazione: (2024)

A Visual Approach to the Regularity Theory for Fully Nonlinear Elliptic Equations
di: Chang-Lara, Héctor A.
Pubblicazione: (2024)

An H-theorem for a conditional McKean-Vlasov process related to interacting diffusions on regular trees
di: Hu, Kevin, et al.
Pubblicazione: (2024)

Second order $L_p$ estimates for subsolutions of fully nonlinear equations
di: Dong, Hongjie, et al.
Pubblicazione: (2023)

Non-uniqueness of nonlinear Markov processes in the sense of McKean associated with parabolic PDEs
di: Abedi, Ehsan, et al.
Pubblicazione: (2026)

Conditional McKean-Vlasov Differential Equations with Common Poissonian Noise: Propagation of Chaos
di: Hernández-Hernández, Daniel, et al.
Pubblicazione: (2023)

The rigorous derivation of Vlasov equations with local alignments from moderately interacting particle systems
di: Wang, Jinhuan, et al.
Pubblicazione: (2024)

Uniform-in-time propagation of chaos for kinetic mean field Langevin dynamics
di: Chen, Fan, et al.
Pubblicazione: (2023)

Gradient regularity for strongly singular or degenerate elliptic and parabolic equations
di: Ambrosio, Pasquale
Pubblicazione: (2025)

Existence of new self-similar solutions of the fast diffusion equation
di: Hui, Kin Ming
Pubblicazione: (2025)

Lipschitz regularity of solutions to two-phase $p$-Laplacian free boundary problems with right hand side
di: Ferrari, Fausto, et al.
Pubblicazione: (2026)

Gaussian Poincaré inequalities on the half-space with singular weights
di: Negro, Luigi, et al.
Pubblicazione: (2024)

Generalised principal eigenvalues and global survival of branching Markov processes
di: Maillard, Pascal, et al.
Pubblicazione: (2025)

Dirichlet eigenfunction and heat kernel estimates on annular domains
di: Chao, Brian, et al.
Pubblicazione: (2025)

Optimal Schauder estimates for kinetic Kolmogorov equations with time measurable coefficients
di: Lucertini, Giacomo, et al.
Pubblicazione: (2023)

Convergence of cluster coagulation dynamics
di: Andreis, Luisa, et al.
Pubblicazione: (2024)

Spatial particle processes with coagulation: Gibbs-measure approach, gelation and Smoluchowski equation
di: Andreis, Luisa, et al.
Pubblicazione: (2024)

Waves Everywhere: A Distributional Equation Approach to Front Propagation
di: Jonckheere, Matthieu, et al.
Pubblicazione: (2026)

Symmetry and Approximate Symmetry of a Nonlinear Elliptic Problem over a Ring
di: Ali, Alaa Haj, et al.
Pubblicazione: (2017)

Well-posedness of the obstacle problem for stochastic nonlinear diffusion equations: an entropy formulation
di: Du, Kai, et al.
Pubblicazione: (2024)

Uniform-in-time propagation of chaos for mean field Langevin dynamics
di: Chen, Fan, et al.
Pubblicazione: (2022)

Large Deviations for Stochastic Evolution Equations in the Critical Variational Setting
di: Theewis, Esmée, et al.
Pubblicazione: (2024)

Sobolev regularity of the symmetric gradient of solutions to a class of $ϕ$-Laplacian systems
di: Giannetti, Flavia, et al.
Pubblicazione: (2026)

Heat kernel estimates for Markov processes of direction-dependent type
di: Kang, Jaehoon, et al.
Pubblicazione: (2021)

Kernel bounds for parabolic operators having first-order degeneracy at the boundary
di: Negro, Luigi, et al.
Pubblicazione: (2024)

Sharp kernel bounds for parabolic operators with first order degeneracy
di: Negro, Luigi, et al.
Pubblicazione: (2024)

Impact of diffusion mechanisms on persistence and spreading
di: Boutillon, Nathanaël, et al.
Pubblicazione: (2025)