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Computation

Authors and titles for recent submissions

[ total of 15 entries: 1-15 ]
[ showing up to 25 entries per page: fewer | more ]

Thu, 21 May 2020

[1]  arXiv:2005.09710 (cross-list from math.NT) [pdf, other]
Title: Sum of Three Cubes via Optimisation
Comments: 21 pages without the appendices. Any comments will be greatly appreciated!
Subjects: Number Theory (math.NT); Optimization and Control (math.OC); Computation (stat.CO)
[2]  arXiv:2005.09152 (cross-list from math.OC) [pdf, other]
Title: Lasso formulation of the shortest path problem
Comments: 17 pages
Subjects: Optimization and Control (math.OC); Statistics Theory (math.ST); Applications (stat.AP); Computation (stat.CO)

Wed, 20 May 2020

[3]  arXiv:2005.09235 [pdf, other]
Title: On the Theoretical Properties of Exchange Algorithm
Authors: Guanyang Wang
Comments: 33 pages, 2 figures
Subjects: Computation (stat.CO); Machine Learning (cs.LG); Probability (math.PR); Statistics Theory (math.ST); Machine Learning (stat.ML)
[4]  arXiv:2005.09301 (cross-list from stat.ME) [pdf, other]
Title: Fast cross-validation for multi-penalty ridge regression
Subjects: Methodology (stat.ME); Computation (stat.CO)

Tue, 19 May 2020

[5]  arXiv:2005.08414 [pdf, ps, other]
Title: Unbiased MLMC stochastic gradient-based optimization of Bayesian experimental designs
Subjects: Computation (stat.CO); Numerical Analysis (math.NA); Machine Learning (stat.ML)
[6]  arXiv:2005.08334 [pdf, other]
Title: Marginal likelihood computation for model selection and hypothesis testing: an extensive review
Comments: Keywords: Marginal likelihood, Bayesian evidence, numerical integration, model selection, hypothesis testing, quadrature rules, double-intractable posteriors, partition functions
Subjects: Computation (stat.CO); Machine Learning (cs.LG)
[7]  arXiv:2005.08159 [pdf, other]
Title: Hamiltonian Assisted Metropolis Sampling
Subjects: Computation (stat.CO)
[8]  arXiv:2005.08794 (cross-list from math.PR) [pdf, other]
Title: Inference on the History of a Randomly Growing Tree
Authors: Harry Crane, Min Xu
Comments: 32 pages; 6 figures; 5 tables
Subjects: Probability (math.PR); Statistics Theory (math.ST); Computation (stat.CO)
[9]  arXiv:2005.08373 (cross-list from stat.ME) [pdf, other]
Title: A Tutorial on Multivariate $k$-Statistics and their Computation
Authors: Kevin D. Smith
Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Computation (stat.CO)
[10]  arXiv:2005.08057 (cross-list from stat.ME) [pdf, other]
Title: Nested Model Averaging on Solution Path for High-dimensional Linear Regression
Comments: 17 pages, 3 figures
Subjects: Methodology (stat.ME); Machine Learning (cs.LG); Econometrics (econ.EM); Computation (stat.CO); Machine Learning (stat.ML)
[11]  arXiv:2005.08027 (cross-list from cs.LG) [pdf, other]
Title: An Effective and Efficient Initialization Scheme for Multi-layer Feedforward Neural Networks
Subjects: Machine Learning (cs.LG); Computation (stat.CO); Machine Learning (stat.ML)

Mon, 18 May 2020

[12]  arXiv:2005.07380 [pdf, other]
Title: Bayesian model inversion using stochastic spectral embedding
Subjects: Computation (stat.CO); Methodology (stat.ME)
[13]  arXiv:2005.07587 (cross-list from math.ST) [pdf, ps, other]
Title: Non-Sparse PCA in High Dimensions via Cone Projected Power Iteration
Subjects: Statistics Theory (math.ST); Computation (stat.CO); Methodology (stat.ME); Machine Learning (stat.ML)

Fri, 15 May 2020

[14]  arXiv:2005.06848 [pdf, ps, other]
Title: Multi-Node EM Algorithm for Finite Mixture Models
Comments: 12 Pages,1 figure
Subjects: Computation (stat.CO)
[15]  arXiv:2005.06553 [pdf, other]
Title: Two equalities expressing the determinant of a matrix in terms of expectations over matrix-vector products
Subjects: Computation (stat.CO)
[ total of 15 entries: 1-15 ]
[ showing up to 25 entries per page: fewer | more ]
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