Copertina

Sparse Signature Coefficient Recovery via Kernels

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Shmelev, Daniil, Salvi, Cristopher
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Numerical Analysis Machine Learning 60L10, 65Y05
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

pySigLib -- Fast Signature-Based Computations on CPU and GPU
di: Shmelev, Daniil, et al.
Pubblicazione: (2025)

Explicit and Effectively Symmetric Runge-Kutta Methods
di: Shmelev, Daniil, et al.
Pubblicazione: (2025)

Log-PDE Methods for Rough Signature Kernels
di: Lemercier, Maud, et al.
Pubblicazione: (2024)

Computational aspects of the Volterra Signature
di: Hager, Paul P., et al.
Pubblicazione: (2026)

High-order parallel-in-time method for the monodomain equation in cardiac electrophysiology
di: de Souza, Giacomo Rosilho, et al.
Pubblicazione: (2024)

A hierarchical splitting approach for N-split differential equations
di: Schäfers, Kevin, et al.
Pubblicazione: (2026)

A path-dependent PDE solver based on signature kernels
di: Pannier, Alexandre, et al.
Pubblicazione: (2024)

A DPG method for the circular arch problem
di: Heuer, Norbert, et al.
Pubblicazione: (2026)

Parallel kinetic schemes for conservation laws, with large time steps
di: Gerhard, Pierre, et al.
Pubblicazione: (2022)

A Monolithic hp Space-Time Multigrid Preconditioned Newton-Krylov Solver for Space-Time FEM applied to the Incompressible Navier-Stokes Equations
di: Margenberg, Nils, et al.
Pubblicazione: (2026)

Explicit and Effectively Symmetric Schemes for Neural SDEs on Lie Groups
di: Shmelev, Daniil, et al.
Pubblicazione: (2025)

Signature Kernel and Schwinger-Dyson Kernel Equations as Two-Parameter Rough Differential Equations
di: Cass, Thomas, et al.
Pubblicazione: (2026)

A multigrid method for CutFEM and its implementation on GPU
di: Cui, Cu, et al.
Pubblicazione: (2025)

nuGPR: GPU-Accelerated Gaussian Process Regression with Iterative Algorithms and Low-Rank Approximations
di: Zhao, Ziqi, et al.
Pubblicazione: (2025)

Randomized Runge-Kutta-Nyström Methods for Unadjusted Hamiltonian and Kinetic Langevin Monte Carlo
di: Bou-Rabee, Nawaf, et al.
Pubblicazione: (2023)

$hp$-version $C^1$-continuous Petrov-Galerkin method for nonlinear second-order initial value problems with application to wave equations
di: Wang, Lina, et al.
Pubblicazione: (2023)

A Space-Time Multigrid Method for Space-Time Finite Element Discretizations of Parabolic and Hyperbolic PDEs
di: Margenberg, Nils, et al.
Pubblicazione: (2024)

An hp Multigrid Approach for Tensor-Product Space-Time Finite Element Discretizations of the Stokes Equations
di: Margenberg, Nils, et al.
Pubblicazione: (2025)

Branched Signature Kernel Solvers for ODEs with rough Single-Trajectory signals
di: Ali, Munawar, et al.
Pubblicazione: (2026)

The weak form of the SDOF and MDOF equation of motion, part I: Theory
di: Karaliolios, Nikolaos, et al.
Pubblicazione: (2024)

The weak form of the SDOF and MDOF equation of motion, part II: A numerical method for the SDOF problem
di: Karaliolios, Nikolaos, et al.
Pubblicazione: (2024)

Efficient numerical computation of traveler states in explicit mobility-based metapopulation models: Mathematical theory and application to epidemics
di: Zunker, Henrik, et al.
Pubblicazione: (2026)

Splitting Schemes for ODEs with Goal-Oriented Error Estimation
di: Weyl, Erik, et al.
Pubblicazione: (2026)

A unifying approach to software and hardware design for scientific calculations and idempotent mathematics
di: Litvinov, Grigori, et al.
Pubblicazione: (2001)

Boundary-value problems of functional differential equations with state-dependent delays
di: andò, Alessia, et al.
Pubblicazione: (2024)

Spectral element methods for boundary-value problems of functional differential equations
di: andò, Alessia, et al.
Pubblicazione: (2025)

A resource-efficient model for deep kernel learning
di: D'Amore, Luisa
Pubblicazione: (2024)

On the computation of accurate initial conditions for linear higher-index differential-algebraic equations and its application in initial value solvers
di: Hanke, Michael, et al.
Pubblicazione: (2024)

High order well-balanced and total-energy-conserving local discontinuous Galerkin methods for compressible self-gravitating Euler equations
di: Pan, Liang, et al.
Pubblicazione: (2025)

Finite-Time Convergence Guarantees for Time-Parallel Methods
di: Antonucci, Giancarlo Antonino, et al.
Pubblicazione: (2026)

PSCToolkit: solving sparse linear systems with a large number of GPUs
di: D'Ambra, Pasqua, et al.
Pubblicazione: (2024)

Communication-reduced Conjugate Gradient Variants for GPU-accelerated Clusters
di: Bernaschi, Massimo, et al.
Pubblicazione: (2025)

High-performance matrix-free unfitted finite element operator evaluation
di: Bergbauer, Maximilian, et al.
Pubblicazione: (2024)

Matrix-Free Evaluation of High-Order Shifted Boundary Finite Element Operators
di: Wichrowski, Michał
Pubblicazione: (2025)

Randomised Euler-Maruyama method for SDEs with Hölder continuous drift coefficient
di: Bao, Jianhai, et al.
Pubblicazione: (2025)

Analysis of Spectral Hamiltonian Boundary Value Methods (SHBVMs) for the numerical solution of ODE problems
di: Amodio, Pierluigi, et al.
Pubblicazione: (2018)

Splitting Methods for differential equations
di: Blanes, Sergio, et al.
Pubblicazione: (2024)

First- and Half-order Schemes for Regime Switching Stochastic Differential Equation with Non-differentiable Drift Coefficient
di: Vashistha, Divyanshu, et al.
Pubblicazione: (2025)

Kernel Multi-Grid on Manifolds
di: Hangelbroek, Thomas, et al.
Pubblicazione: (2023)

Lecture notes on rough paths and applications to machine learning
di: Cass, Thomas, et al.
Pubblicazione: (2024)