Cover Image

Accelerated Spatio-Temporal Bayesian Modeling for Multivariate Gaussian Processes

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Gaedke-Merzhäuser, Lisa, Maillou, Vincent, Avellaneda, Fernando Rodriguez, Schenk, Olaf, Luisier, Mathieu, Moraga, Paula, Ziogas, Alexandros Nikolaos, Rue, Håvard
Format:	Preprint
Published:	2025
Subjects:	Computation Distributed, Parallel, and Cluster Computing 62F15, 68W15 G.3; G.4
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Serinv: A Scalable Library for the Selected Inversion of Block-Tridiagonal with Arrowhead Matrices
by: Maillou, Vincent, et al.
Published: (2025)

Parallel Quadratic Selected Inversion in Quantum Transport Simulation
by: Maillou, Vincent, et al.
Published: (2026)

ADELIA: Automatic Differentiation for Efficient Laplace Inference Approximations
by: Boudaoud, Afif, et al.
Published: (2026)

A Simple Communication Scheme for Distributed Fast Multipole Methods
by: Kailasa, Srinath
Published: (2026)

Flexible Multi-Dimensional FFTs for Plane Wave Density Functional Theory Codes
by: Popovici, Doru Thom, et al.
Published: (2024)

Decentralized Stochastic Optimization over Unreliable Networks via Two-timescales Updates
by: Liu, Haoming, et al.
Published: (2025)

Extension of derivations to forms
by: Michel, Manujith K., et al.
Published: (2025)

Prophet Inequality with Conservative Prediction
by: Brüstle, Johannes, et al.
Published: (2026)

Additive estimates of the permanent using Gaussian fields
by: Mukerji, Tantrik, et al.
Published: (2022)

Computationally efficient multi-level Gaussian process regression for functional data observed under completely or partially regular sampling designs
by: Hoffmann, Adam Gorm, et al.
Published: (2024)

SC25_DALIA_A_9
by: Maillou, Vincent, et al.
Published: (2025)

SC25_DALIA_A_7
by: Maillou, Vincent, et al.
Published: (2025)

Unitary magma actions
by: Martins-Ferreira, Nelson
Published: (2024)

A Gaussian process and linear-based framework for computing cut distributions in modular Bayesian calibration of two chained computer models
by: Baldé, Oumar, et al.
Published: (2023)

Part of the global DOC versus AOU (dissolved organic carbon/apparent oxygen utilization) data compilation, OACESWOCEP15S170W
by: Doval, María Dolores, et al.
Published: (2000)

Context Adaptive Cooperation
by: Albouy, Timothé, et al.
Published: (2023)

A Mini-Batch Method for Solving Nonlinear PDEs with Gaussian Processes
by: Yang, Xianjin, et al.
Published: (2023)

Physicochemical parameters and stable water isotopes in the Godavari River basin, India
by: Kirkels, Frédérique M S A, et al.
Published: (2020)

Nonparametric Bayesian analysis for the Galton-Watson process
by: Cannas, Massimo, et al.
Published: (2025)

Dynamic Bayesian Networks with Conditional Dynamics in Edge Addition and Deletion
by: Chan, Lupe S. H., et al.
Published: (2024)

Sheaf Theory and Derived Gamma Geometry over the Non-Commutative Gamma Spectrum
by: Gokavarapu, Chandrasekhar
Published: (2025)

In search of the lost tree: Hardness and relaxation of spanning trees in temporal graphs
by: Casteigts, Arnaud, et al.
Published: (2023)

Simple, strict, proper, happy: A study of reachability in temporal graphs
by: Casteigts, Arnaud, et al.
Published: (2022)

Profinite and Solid Cohomology
by: Tang, Jiacheng
Published: (2024)

Spectrum Estimation through Kirchhoff Random Forests
by: Barthelmé, Simon, et al.
Published: (2025)

Population Protocols Revisited: Parity and Beyond
by: Gąsieniec, Leszek, et al.
Published: (2025)

Design, Configuration, Implementation, and Performance of a Simple 32 Core Raspberry Pi Cluster
by: Cicirello, Vincent A.
Published: (2017)

Stochastic Rounding Implicitly Regularizes Tall-and-Thin Matrices
by: Dexter, Gregory, et al.
Published: (2024)

Minimizing the Arithmetic and Communication Complexity of Jacobi's Method for Eigenvalues and Singular Values: Part One -- Serial Algorithms
by: Demmel, James, et al.
Published: (2025)

Canonicalization of Batched Einstein Summations for Tuning Retrieval
by: Kulkarni, Kaushik, et al.
Published: (2026)

OPTIMUM-DERAM: Highly Consistent, Scalable, and Secure Multi-Object Memory using RLNC
by: Nicolaou, Nicolas, et al.
Published: (2026)

The Competition Complexity of Prophet Inequalities
by: Brustle, Johannes, et al.
Published: (2024)

Integrating Expert Knowledge and Recursive Bayesian Inference: A Framework for Spatial and Spatio-Temporal Data Challenges
by: Figueira, Mario, et al.
Published: (2025)

Lower path regularity in all dimensions
by: Hinz, Michael, et al.
Published: (2026)

Sharp Rosenthal-type inequalities for mixtures and log-concave variables
by: Chasapis, Giorgos, et al.
Published: (2022)

Preconditioned Truncated Single-Sample Estimators for Scalable Stochastic Optimization
by: Xu, Tianshi, et al.
Published: (2025)

Stochastic Mirror Descent for Convex Optimization with Consensus Constraints
by: Borovykh, Anastasia, et al.
Published: (2022)

Randomized-Accelerated FEAST: A Hybrid Approach for Large-Scale Eigenvalue Problems
by: Nadiger, Ayush
Published: (2025)

Undercomplete Decomposition of Symmetric Tensors in Linear Time, and Smoothed Analysis of the Condition Number
by: Koiran, Pascal, et al.
Published: (2024)

Solving Large Rank-Deficient Linear Least-Squares Problems on Shared-Memory CPU Architectures and GPU Architectures
by: Chillarón, Mónica, et al.
Published: (2024)