Výsledky vyhľadávania - "Computation (stat.CO)"

Quantum-Assisted Gaussian Process Regression Using Random Fourier Features

Autori: Galvis-Florez, Cristian A. Farooq, Ahmad Särkkä, Simo

Zdroj: 2025 IEEE International Conference on Quantum Software (QSW). :22-27

Predmety: quantum principal component analysis, Quantum-assisted algorithm, Machine Learning, FOS: Computer and information sciences, Quantum Physics, random Fourier features, kernel function approximation, Computation, FOS: Physical sciences, Machine Learning (stat.ML), Quantum Physics (quant-ph), Gaussian process regression, Computation (stat.CO)

Prístupová URL adresa: http://arxiv.org/abs/2507.22629
https://cris.vtt.fi/en/publications/9b2782a5-2ddc-451a-bb4d-760ba039b310
https://doi.org/10.1109/QSW67625.2025.00012

Combinatorial potential of random equations with mixture models: Modeling and simulation

Autori: Wolfgang Hoegele

Zdroj: Mathematics and Computers in Simulation. 239:696-715

Predmety: FOS: Computer and information sciences, Numerical Analysis, Computation, FOS: Mathematics, Numerical Analysis (math.NA), Computation (stat.CO)

Prístupová URL adresa: http://arxiv.org/abs/2403.20152

Bayesian Geostatistics Using Predictive Stacking

Autori: Lu Zhang Wenpin Tang Sudipto Banerjee

Zdroj: Journal of the American Statistical Association. :1-19

Predmety: Methodology (stat.ME), FOS: Computer and information sciences, Computation, Methodology, Statistics Theory, FOS: Mathematics, Statistics Theory (math.ST), Computation (stat.CO)

Prístupová URL adresa: http://arxiv.org/abs/2304.12414

Rational Function Approximation with Normalized Positive Denominators

Autori: James Chok Geoffrey Vasil

Zdroj: SIAM Journal on Scientific Computing. 47:A2699-A2721

Predmety: FOS: Computer and information sciences, Numerical Analysis, Computation, FOS: Mathematics, Numerical Analysis (math.NA), Computation (stat.CO)

Prístupová URL adresa: http://arxiv.org/abs/2310.12053

Designing a Data Science simulation with MERITS: A Primer

Autori: Corrine F. Elliott James P.C. Duncan Tiffany M. Tang a ďalší

Zdroj: Journal of Computational and Graphical Statistics. :1-29

Predmety: FOS: Computer and information sciences, Statistics - Computation, Computation (stat.CO)

Prístupová URL adresa: http://arxiv.org/abs/2403.08971

Sparse Inverse Cholesky Factorization of Dense Kernel Matrices by Greedy Conditional Selection

Autori: Stephen Huan Joseph Guinness Matthias Katzfuss a ďalší

Zdroj: SIAM/ASA Journal on Uncertainty Quantification. 13:1649-1679

Predmety: FOS: Computer and information sciences, 65F08, 65F55, 62-08, FOS: Mathematics, Mathematics - Numerical Analysis, Numerical Analysis (math.NA), Statistics - Computation, Computation (stat.CO)

Prístupová URL adresa: http://arxiv.org/abs/2307.11648

Conformalized Tensor Completion with Riemannian Optimization

Autori: Hu Sun Yang Chen

Zdroj: Journal of Computational and Graphical Statistics. :1-21

Predmety: Methodology (stat.ME), FOS: Computer and information sciences, Computation, Methodology, Computation (stat.CO)

Prístupová URL adresa: http://arxiv.org/abs/2405.00581

A Bayesian Nonparametric Stochastic Block Model for Directed Acyclic Graphs

Autori: Clement Lee Marco Battiston

Zdroj: Journal of Computational and Graphical Statistics. :1-15

Predmety: Methodology (stat.ME), FOS: Computer and information sciences, Computation, Methodology, 0101 mathematics, 01 natural sciences, Computation (stat.CO)

Popis súboru: text

Prístupová URL adresa: http://arxiv.org/abs/2301.07513
https://eprints.lancs.ac.uk/id/eprint/231574/

Choice of trimming proportion and number of clusters in robust clustering based on trimming

Autori: Luis Angel García-Escudero Christian Hennig Agustín Mayo-Iscar a ďalší

Zdroj: Journal of Computational and Graphical Statistics. :1-20

Predmety: Methodology (stat.ME), FOS: Computer and information sciences, Statistics - Computation, Statistics - Methodology, Computation (stat.CO)

Prístupová URL adresa: http://arxiv.org/abs/2309.08468

Theoretical Guarantees for Sparse Principal Component Analysis Based on the Elastic Net

Autori: Haoyi Yang Teng Zhang Lingzhou Xue

Zdroj: IEEE Transactions on Information Theory. 71:7149-7175

Predmety: FOS: Computer and information sciences, Mathematics - Statistics Theory, Machine Learning (stat.ML), 02 engineering and technology, Statistics Theory (math.ST), Statistics - Computation, 01 natural sciences, Methodology (stat.ME), Statistics - Machine Learning, 0202 electrical engineering, electronic engineering, information engineering, FOS: Mathematics, 0101 mathematics, Statistics - Methodology, Computation (stat.CO)

Prístupová URL adresa: http://arxiv.org/abs/2212.14194

Doubly Adaptive Importance Sampling

Autori: Willem van den Boom Andrea Cremaschi Alexandre H. Thiery

Zdroj: Journal of Computational and Graphical Statistics. :1-9

Predmety: FOS: Computer and information sciences, Statistics - Computation, Computation (stat.CO)

Prístupová URL adresa: http://arxiv.org/abs/2404.18556

Non-Conjugate Variational Bayes for Pseudo-Likelihood Mixed Effect Models

Autori: Cristian Castiglione Mauro Bernardi

Zdroj: Journal of Computational and Graphical Statistics. :1-11

Predmety: Methodology (stat.ME), FOS: Computer and information sciences, Computation, Methodology, G.3, 0101 mathematics, 01 natural sciences, Computation (stat.CO), 62-08 (Primary), 62J05 (Secondary)

Prístupová URL adresa: http://arxiv.org/abs/2206.09444

Accelerate Langevin Sampling with Birth-Death Process and Exploration Component

Autori: Lezhi Tan Jianfeng Lu

Zdroj: SIAM/ASA Journal on Uncertainty Quantification. 13:1265-1293

Predmety: FOS: Computer and information sciences, Computer Science - Machine Learning, Statistics - Machine Learning, 65C05, 65C35, 60J80, 62F15, Probability (math.PR), FOS: Mathematics, Mathematics - Statistics Theory, Machine Learning (stat.ML), Statistics Theory (math.ST), Statistics - Computation, Mathematics - Probability, Computation (stat.CO), Machine Learning (cs.LG)

Prístupová URL adresa: http://arxiv.org/abs/2305.05529

Fitting Multilevel Factor Models

Autori: Tetiana Parshakova Trevor Hastie Stephen Boyd

Zdroj: SIAM Journal on Matrix Analysis and Applications. 46:1930-1963

Predmety: Machine Learning, FOS: Computer and information sciences, G.4, Mathematical Software, Computation, Machine Learning (stat.ML), 62H12, Mathematical Software (cs.MS), Computation (stat.CO), Machine Learning (cs.LG)

Prístupová URL adresa: http://arxiv.org/abs/2409.12067

Statistical Finite Elements via Interacting Particle Langevin Dynamics

Autori: Glyn-Davies, Alex Duffin, Connor Kazlauskaite, Ieva a ďalší

Zdroj: SIAM/ASA Journal on Uncertainty Quantification. 13:1200-1227

Predmety: AAM requested, FOS: Computer and information sciences, statistical finite elements, inverse problems, maximum marginal likelihood estimation, FOS: Physical sciences, Computational Physics (physics.comp-ph), Statistics - Computation, Physics - Computational Physics, Langevin dynamics, Computation (stat.CO)

Prístupová URL adresa: http://arxiv.org/abs/2409.07101
http://eprints.lse.ac.uk/129337/

Wasserstein Gaussianization and Efficient Variational Bayes for Robust Bayesian Synthetic Likelihood

Autori: Nhat-Minh Nguyen Minh-Ngoc Tran Christopher Drovandi a ďalší

Zdroj: Journal of Computational and Graphical Statistics. :1-17

Predmety: FOS: Computer and information sciences, Statistics - Machine Learning, Machine Learning (stat.ML), Statistics - Computation, Computation (stat.CO)

Prístupová URL adresa: http://arxiv.org/abs/2305.14746

Exploring the generalizability of the optimal 0.234 acceptance rate in random-walk metropolis and parallel tempering algorithms

Autori: Li, Aidan Wang, Liyan Dou, Tianye a ďalší

Zdroj: Communications in Statistics - Simulation and Computation. :1-31

Predmety: FOS: Computer and information sciences, Computation, Computation (stat.CO)

Prístupová URL adresa: http://arxiv.org/abs/2408.06894

Bayesian analysis of beta autoregressive moving average models

Autori: Grande, Aline Foerster Pumi, Guilherme Cybis, Gabriela Bettella

Zdroj: Journal of Statistical Computation and Simulation. :1-18

Predmety: Methodology (stat.ME), FOS: Computer and information sciences, Statistics - Other Statistics, Other Statistics (stat.OT), Statistics - Computation, Statistics - Methodology, Computation (stat.CO)

Prístupová URL adresa: http://arxiv.org/abs/2307.07042

Approximate Bayesian inference for joint partially linear modeling of longitudinal measurements and spatial time-to-event data

Autori: Baghfalaki, Taban Ganjali, Mojtaba Martins, Rui

Zdroj: Journal of Statistical Computation and Simulation. :1-29

Predmety: Methodology (stat.ME), FOS: Computer and information sciences, Statistics - Computation, Statistics - Methodology, Computation (stat.CO)

Prístupová URL adresa: http://arxiv.org/abs/2502.05880

Optimal Control under Uncertainty with Joint Chance State Constraints: Almost-Everywhere Bounds, Variance Reduction, and Application to (Bi)linear Elliptic PDEs

Autori: René Henrion Georg Stadler Florian Wechsung

Zdroj: SIAM/ASA Journal on Uncertainty Quantification. 13:1028-1053

Predmety: FOS: Computer and information sciences, Optimal control under uncertainty, 65K10, variance reduction, Numerical Analysis (math.NA), elliptic PDE, joint chance state constraints, Statistics - Computation, 90C15, spherical-radial decomposition, Optimization and Control (math.OC), 35Q93, 35R60, FOS: Mathematics, 60H35, Mathematics - Numerical Analysis, risk-averse, Mathematics - Optimization and Control, 90C15, 65K10, 35Q93, 60H35, 35R60, Computation (stat.CO)

Prístupová URL adresa: http://arxiv.org/abs/2412.05125