Zobrazeno 1 - 10
of 2 062
pro vyhledávání: '"cs.NA"'
Publikováno v:
Journal of Symbolic Computation
Journal of Symbolic Computation, 2023, ⟨10.1016/j.jsc.2022.08.014⟩
Journal of Symbolic Computation, 2023, ⟨10.1016/j.jsc.2022.08.014⟩
International audience; An interpolation problem is defined by a set of linear forms on the (multivariate) polynomial ring and values to be achieved by an interpolant. For Lagrange interpolation the linear forms consist of evaluations at some nodes,w
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::80ec7f28314e29a3e529eebbcd8b7067
https://doi.org/10.1016/j.jsc.2022.08.014
https://doi.org/10.1016/j.jsc.2022.08.014
Publikováno v:
Journal of the Korean Statistical Society. 52:154-184
The determination of the number of mixture components (the order) of a finite mixture model has been an enduring problem in statistical inference. We prove that the closed testing principle leads to a sequential testing procedure (STP) that allows fo
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3d7396cb4d1f4fc74ffb1da989ce7c0b
https://doi.org/10.1007/s42952-022-00195-z
https://doi.org/10.1007/s42952-022-00195-z
Publikováno v:
IEEE Transactions on Evolutionary Computation
IEEE Transactions on Evolutionary Computation, 2022, 26 (6), pp.1293--1305. ⟨10.1109/TEVC.2022.3210897⟩
IEEE Transactions on Evolutionary Computation, 2022, 26 (6), pp.1293--1305. ⟨10.1109/TEVC.2022.3210897⟩
open access; International audience; We present concepts and recipes for the anytime performance assessment when benchmarking optimization algorithms in a blackbox scenario. We consider runtime-oftentimes measured in number of blackbox evaluations ne
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c492100fdf81dadf5d56be067075205d
https://doi.org/10.1109/tevc.2022.3210897
https://doi.org/10.1109/tevc.2022.3210897
Autor:
Yury Korolev
Publikováno v:
Korolev, Y 2022, ' Two-layer neural networks with values in a Banach space ', SIAM Journal on Mathematical Analysis, vol. 54, no. 6, pp. 6358-6389 . https://doi.org/10.1137/21M1458144
We study two-layer neural networks whose domain and range are Banach spaces with separable preduals. In addition, we assume that the image space is equipped with a partial order, i.e. it is a Riesz space. As the nonlinearity we choose the lattice ope
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::29a1a87b3dea86eeb4339347f289aa4d
https://doi.org/10.1137/21m1458144
https://doi.org/10.1137/21m1458144
Publikováno v:
Computers & Mathematics with Applications
Computers & Mathematics with Applications, 2022, 128
Computers & Mathematics with Applications, 2022, 128
International audience; The objective of the current work is to define a design optimization methodology in aerodynamics, in which all numerical components are based on a unique geometrical representation, consistent with Computer-Aided Design (CAD)
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1fb5e2e9d6daf965fd7f2221eb0bc75c
https://doi.org/10.1016/j.camwa.2022.11.004
https://doi.org/10.1016/j.camwa.2022.11.004
Publikováno v:
Future Generation Computer Systems
Future Generation Computer Systems, 2022, 130, pp.307-320. ⟨10.1016/j.future.2021.12.018⟩
[Research Report] RR-9368, INRIA. 2020
Future Generation Computer Systems, Elsevier, In press
Future Generation Computer Systems, 2022, 130, pp.307-320. ⟨10.1016/j.future.2021.12.018⟩
[Research Report] RR-9368, INRIA. 2020
Future Generation Computer Systems, Elsevier, In press
Sparse direct solvers using Block Low-Rank compression have been proven efficient to solve problems arising in many real-life applications. Improving those solvers is crucial for being able to 1) solve larger problems and 2) speed up computations. A
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f63db4c7540f15de729501627227b184
https://doi.org/10.1016/j.future.2021.12.018
https://doi.org/10.1016/j.future.2021.12.018
Publikováno v:
Kreusser, L M, Osher, S J & Wang, B 2023, ' A Deterministic Gradient-Based Approach to Avoid Saddle Points ', European Journal of Applied Mathematics, vol. 34, no. 4, pp. 738-757 . https://doi.org/10.1017/S0956792522000316
Loss functions with a large number of saddle points are one of the major obstacles for training modern machine learning (ML) models efficiently. First-order methods such as gradient descent (GD) are usually the methods of choice for training ML model
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::138ae8b4831bd0df4615e38acd89b9c9
https://doi.org/10.1017/s0956792522000316
https://doi.org/10.1017/s0956792522000316
Autor:
Blaustein, Alain, Filbet, Francis
We propose a numerical method for the Vlasov-Poisson-Fokker-Planck model written as an hyperbolic system thanks to a spectral decomposition in the basis of Hermite functions with respect to the velocity variable and a structure preserving finite volu
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::068cbac1fc65e4433496ef38eb4dde8b
https://hal.science/hal-04140240/document
https://hal.science/hal-04140240/document
Publikováno v:
Mathematical Methods of Operations Research
Mathematical Methods of Operations Research, 2023, ⟨10.1007/s00186-023-00821-4⟩
Mathematical Methods of Operations Research, 2023, ⟨10.1007/s00186-023-00821-4⟩
Whittle index is a generalization of Gittins index that provides very efficient allocation rules for restless multi-armed bandits. In this work, we develop an algorithm to test the indexability and compute the Whittle indices of any finite-state rest
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::92be1160df12f840df15c422b50edf9d
https://inria.hal.science/hal-03602458v5/document
https://inria.hal.science/hal-03602458v5/document
Publikováno v:
Galkowski, J, Lafontaine, D & Spence, E A 2023, ' Local absorbing boundary conditions on fixed domains give order-one errors for high-frequency waves ', IMA Journal of Numerical Analysis . < https://arxiv.org/pdf/2101.02154.pdf >
We consider approximating the solution of the Helmholtz exterior Dirichlet problem for a nontrapping obstacle, with boundary data coming from plane-wave incidence, by the solution of the corresponding boundary value problem where the exterior domain
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a26ce6ab09ba35ced1fd5430ac3a0c1d
https://purehost.bath.ac.uk/ws/files/286581050/2101.02154.pdf
https://purehost.bath.ac.uk/ws/files/286581050/2101.02154.pdf