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Computation

Authors and titles for recent submissions

[ total of 23 entries: 1-23 ]
[ showing up to 25 entries per page: fewer | more ]

Thu, 2 May 2024

[1]  arXiv:2405.00397 [pdf, other]
Title: Posterior exploration for computationally intensive forward models
Authors: Mikkel B. Lykkegaard, Colin Fox, Dave Higdon, C. Shane Reese, J. David Moulton
Comments: To appear in the Handbook of Markov Chain Monte Carlo (2nd edition)
Subjects: Computation (stat.CO)
[2]  arXiv:2405.00581 (cross-list from stat.ME) [pdf, other]
Title: Conformalized Tensor Completion with Riemannian Optimization
Authors: Hu Sun, Yang Chen
Subjects: Methodology (stat.ME); Computation (stat.CO)
[3]  arXiv:2405.00366 (cross-list from cs.ET) [pdf, ps, other]
Title: L0-regularized compressed sensing with Mean-field Coherent Ising Machines
Authors: Mastiyage Don Sudeera Hasaranga Gunathilaka, Yoshitaka Inui, Satoshi Kako, Kazushi Mimura, Masato Okada, Yoshihisa Yamamoto, Toru Aonishi
Comments: 19 pages, 7 figures
Subjects: Emerging Technologies (cs.ET); Quantum Physics (quant-ph); Applications (stat.AP); Computation (stat.CO)

Wed, 1 May 2024

[4]  arXiv:2404.19224 [pdf, other]
Title: Variational approximations of possibilistic inferential models
Authors: Leonardo Cella, Ryan Martin
Comments: Comments welcome at this https URL
Subjects: Computation (stat.CO); Methodology (stat.ME)
[5]  arXiv:2404.19053 [pdf, other]
Title: Fast Adaptive Fourier Integration for Spectral Densities of Gaussian Processes
Authors: Paul G. Beckman, Christopher J. Geoga
Subjects: Computation (stat.CO); Numerical Analysis (math.NA)

Tue, 30 Apr 2024

[6]  arXiv:2404.18556 [pdf, other]
Title: Doubly Adaptive Importance Sampling
Authors: Willem van den Boom, Andrea Cremaschi, Alexandre H. Thiery
Comments: 30 pages, 8 figures
Subjects: Computation (stat.CO)
[7]  arXiv:2404.18857 (cross-list from stat.ME) [pdf, other]
Title: VT-MRF-SPF: Variable Target Markov Random Field Scalable Particle Filter
Authors: Ning Ning
Comments: 70 pages
Subjects: Methodology (stat.ME); Applications (stat.AP); Computation (stat.CO)
[8]  arXiv:2404.18838 (cross-list from math.NA) [pdf, other]
Title: Accurate adaptive deep learning method for solving elliptic problems
Authors: Jingyong Ying, Yaqi Xie, Jiao Li, Hongqiao Wang
Subjects: Numerical Analysis (math.NA); Computation (stat.CO)
[9]  arXiv:2404.18779 (cross-list from stat.ME) [pdf, ps, other]
Title: Semiparametric fiducial inference
Authors: Yifan Cui, Jan Hannig, Paul Edlefsen
Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Computation (stat.CO)
[10]  arXiv:2404.18024 (cross-list from math.ST) [pdf, other]
Title: Using Exponential Histograms to Approximate the Quantiles of Heavy- and Light-Tailed Data
Authors: Philip T. Labo
Comments: 43 pages, 8 figures, 4 tables
Subjects: Statistics Theory (math.ST); Applications (stat.AP); Computation (stat.CO)
[11]  arXiv:2404.18003 (cross-list from math.NA) [pdf, other]
Title: Estimation of uncertainties in the density driven flow in fractured porous media using MLMC
Authors: Dmitry Logashenko, Alexander Litvinenko, Raul Tempone, Gabriel Wittum
Comments: 25 pages, 4 tables, 7 figures
Subjects: Numerical Analysis (math.NA); Analysis of PDEs (math.AP); Computation (stat.CO)
[12]  arXiv:2404.17856 (cross-list from stat.ML) [pdf, other]
Title: Uncertainty quantification for iterative algorithms in linear models with application to early stopping
Authors: Pierre C. Bellec, Kai Tan
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Statistics Theory (math.ST); Computation (stat.CO); Methodology (stat.ME)
[13]  arXiv:2404.17772 (cross-list from stat.ME) [pdf, other]
Title: PWEXP: An R Package Using Piecewise Exponential Model for Study Design and Event/Timeline Prediction
Authors: Tianchen Xu, Rachael Wen
Comments: 37 pages, 15 figures
Subjects: Methodology (stat.ME); Computation (stat.CO)
[14]  arXiv:2404.17763 (cross-list from stat.ME) [pdf, ps, other]
Title: Likelihood Based Inference in Fully and Partially Observed Exponential Family Graphical Models with Intractable Normalizing Constants
Authors: Yujie Chen, Anindya Bhadra, Antik Chakraborty
Subjects: Methodology (stat.ME); Computation (stat.CO); Machine Learning (stat.ML)
[15]  arXiv:2404.17626 (cross-list from cs.LG) [pdf, other]
Title: Using Pre-training and Interaction Modeling for ancestry-specific disease prediction in UK Biobank
Authors: Thomas Le Menestrel, Erin Craig, Robert Tibshirani, Trevor Hastie, Manuel Rivas
Subjects: Machine Learning (cs.LG); Quantitative Methods (q-bio.QM); Applications (stat.AP); Computation (stat.CO)
[16]  arXiv:2404.17615 (cross-list from stat.ME) [pdf, ps, other]
Title: DeepVARMA: A Hybrid Deep Learning and VARMA Model for Chemical Industry Index Forecasting
Authors: Xiang Li, Hu Yang
Subjects: Methodology (stat.ME); Machine Learning (cs.LG); Computation (stat.CO); Machine Learning (stat.ML)

Mon, 29 Apr 2024

[17]  arXiv:2404.17482 (cross-list from stat.ME) [pdf, other]
Title: A comparison of the discrimination performance of lasso and maximum likelihood estimation in logistic regression model
Authors: Gilberto P. Alcântara Junior, Gustavo H. A. Pereira
Subjects: Methodology (stat.ME); Computation (stat.CO)
[18]  arXiv:2404.17464 (cross-list from stat.ME) [pdf, other]
Title: Bayesian Federated Inference for Survival Models
Authors: Hassan Pazira, Emanuele Massa, Jetty AM Weijers, Anthony CC Coolen, Marianne A Jonker
Comments: 22 pages, 5 figures, 2 tables
Subjects: Methodology (stat.ME); Computation (stat.CO); Machine Learning (stat.ML)
[19]  arXiv:2404.16928 (cross-list from astro-ph.IM) [pdf, other]
Title: Notes on the Practical Application of Nested Sampling: MultiNest, (Non)convergence, and Rectification
Authors: Alexander J. Dittmann
Comments: 12 pages, 10 figures. Comments welcome
Subjects: Instrumentation and Methods for Astrophysics (astro-ph.IM); Computation (stat.CO)

Fri, 26 Apr 2024

[20]  arXiv:2404.16528 [pdf, other]
Title: Generalized Posterior Calibration via Sequential Monte Carlo Sampler
Authors: Masahiro Tanaka
Subjects: Computation (stat.CO)
[21]  arXiv:2404.16583 (cross-list from math.NA) [pdf, other]
Title: Fast Machine-Precision Spectral Likelihoods for Stationary Time Series
Authors: Christopher J. Geoga
Subjects: Numerical Analysis (math.NA); Computation (stat.CO); Methodology (stat.ME)
[22]  arXiv:2404.16490 (cross-list from stat.ME) [pdf, ps, other]
Title: On Neighbourhood Cross Validation
Authors: Simon N. Wood
Subjects: Methodology (stat.ME); Computation (stat.CO)
[23]  arXiv:2404.16209 (cross-list from stat.ME) [pdf, ps, other]
Title: Exploring Spatial Context: A Comprehensive Bibliography of GWR and MGWR
Authors: A. Stewart Fotheringham, Chen-Lun Kao, Hanchen Yu, Sarah Bardin, Taylor Oshan, Ziqi Li, Mehak Sachdeva, Wei Luo
Comments: 372 pages
Subjects: Methodology (stat.ME); Applications (stat.AP); Computation (stat.CO)
[ total of 23 entries: 1-23 ]
[ showing up to 25 entries per page: fewer | more ]

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