Imagen de Portada

Efficient Two-Stage Gaussian Process Regression Via Automatic Kernel Search and Subsampling

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Zhao, Shifan, Lu, Jiaying, Yang, Ji, Chow, Edmond, Xi, Yuanzhe
Formato:	Preprint
Publicado:	2024
Materias:	Machine Learning Artificial Intelligence Probability G.3; J.3
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Branching Process in a Varying Environment: How to Grow Like the Product of Means
por: Kirpicheva, Y., et al.
Publicado: (2026)

Moments of density-dependent branching processes and their genealogy
por: André, Mathilde, et al.
Publicado: (2025)

Formal Error Bounds for the State Space Reduction of Markov Chains
por: Michel, Fabian, et al.
Publicado: (2024)

Probability Bracket Notation, Wick-Matsubara Relation, Density Operators, and Microscopic Probability Modeling
por: Wang, Xing M.
Publicado: (2009)

Total Variation Guarantees for Sampling with Stochastic Localization
por: Kellermann, Jakob
Publicado: (2026)

Arcsine laws for Brownian motion with Poissonian resetting
por: Taźbierski, Kacper, et al.
Publicado: (2025)

Markov chain models for inspecting response dynamics in psychological testing
por: Bosco, Andrea
Publicado: (2024)

Deformation of power law in the double Pareto distribution using uniformly distributed observation time
por: Yamamoto, Ken, et al.
Publicado: (2024)

Persistence probabilities for fractionally integrated fractional Brownian noise
por: Molchan, G.
Publicado: (2025)

A Cycle Walk for Sampling Measures on Spanning Forests for Redistricting
por: DeFord, Daryl R., et al.
Publicado: (2025)

Wasserstein error bounds for aggregations of continuous-time Markov chains
por: Michel, Fabian
Publicado: (2025)

Large deviations for Generalized Polya Urns with non-binary increments
por: Franchini, Simone
Publicado: (2025)

Forming invariant stochastic differential systems with a given first integral
por: Rybakov, Konstantin A.
Publicado: (2026)

Asymptotics of the occupation measure defined on a nonnegative matrix of two-dimensional quasi-birth-and-death type
por: Ozawa, Toshihisa
Publicado: (2025)

Formal Approximations of the Transient Distributions of the M/G/1 Workload Process
por: Michel, Fabian, et al.
Publicado: (2025)

Absorption and fixation times for evolutionary processes on graphs
por: Cuesta, Fernando Alcalde, et al.
Publicado: (2026)

Eigenvalue Bounds for Symmetric Markov Chains on Multislices With Applications
por: Amireddy, Prashanth, et al.
Publicado: (2025)

A dyadic construction of a three-dimensional attractive point interaction Markov family
por: Mian, Barkat
Publicado: (2026)

On the asymptotics of a lazy reinforced random walk
por: González-Navarrete, Manuel, et al.
Publicado: (2024)

Future Aware Safe Active Learning of Time Varying Systems using Gaussian Processes
por: Lange-Hegermann, Markus, et al.
Publicado: (2024)

Construction and sample path properties of diffusion house-moving between two curves
por: Ishitani, Kensuke, et al.
Publicado: (2025)

Electricity Price Prediction Using Multi-Kernel Gaussian Process Regression Combined with Kernel-Based Support Vector Regression
por: Das, Abhinav, et al.
Publicado: (2024)

Jump Restore Light Transport
por: Holl, Sascha, et al.
Publicado: (2024)

Renewal and Regenerative Processes: short review
por: Martinez-Rodriguez, Carlos
Publicado: (2024)

Refined distributional limit theorems for compound sums
por: Malinovskii, Vsevolod K.
Publicado: (2024)

Kernel-Smoothed Scores for Denoising Diffusion: A Bias-Variance Study
por: Gabriel, Franck, et al.
Publicado: (2025)

The Eigenvector Bead Process
por: Barbe, Antonin, et al.
Publicado: (2025)

Efficient and Reliable Estimation of Named Entity Linking Quality: A Case Study on GutBrainIE
por: Martinelli, Marco, et al.
Publicado: (2026)

On the existence of negative moments for some non-colliding particle systems and its application
por: Do, Minh Thang, et al.
Publicado: (2025)

Fluctuations of Omega-killed level-dependent spectrally negative Lévy processes
por: Palmowski, Zbigniew, et al.
Publicado: (2023)

Multiscale Parallel Tempering for Fast Sampling on Redistricting Plans
por: Chuang, Gabriel, et al.
Publicado: (2024)

Differentially Private Estimation and Inference in High-Dimensional Regression with FDR Control
por: Cai, Zhanrui, et al.
Publicado: (2023)

Projected Inventory Level Policies for Lost Sales Inventory Systems: Asymptotic Optimality in Two Regimes
por: van Jaarsveld, Willem, et al.
Publicado: (2021)

Integrative Analysis and Imputation of Multiple Data Streams via Deep Gaussian Processes
por: Septiandri, Ali Akbar, et al.
Publicado: (2025)

Reference-state System Reliability method for scalable uncertainty quantification of coherent systems
por: Byun, Ji-Eun, et al.
Publicado: (2026)

KOO Method-based Consistent Clustering for Group-wise Linear Regression with Graph Structure
por: Ohishi, M., et al.
Publicado: (2025)

Short survey of results and open problems for parking problems on random trees
por: Srakar, Andrej
Publicado: (2025)

A Fresh Look at Bivariate Binomial Distributions
por: Jacobs, Bart
Publicado: (2025)

A dependent complex degrading system with non-periodic inspection times
por: Castro, Inma T., et al.
Publicado: (2024)

Conditioning Diffusions Using Malliavin Calculus
por: Pidstrigach, Jakiw, et al.
Publicado: (2025)