Works matching DE "MATHEMATICAL regularization"
Results: 2431
Evaluation of multivariate adaptive non-parametric reduced-order model for solving the inverse electrocardiography problem: a simulation study.
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- Medical & Biological Engineering & Computing, 2019, v. 57, n. 5, p. 967, doi. 10.1007/s11517-018-1934-9
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- Article
Higher order total variation regularization for EIT reconstruction.
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- 2018
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- Publication type:
- journal article
Towards Compact Broad Learning System by Combined Sparse Regularization.
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- International Journal of Information Technology & Decision Making, 2022, v. 21, n. 1, p. 169, doi. 10.1142/S0219622021500553
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- Article
Distributed robust regression with correntropy losses and regularization kernel networks.
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- Analysis & Applications, 2024, v. 22, n. 4, p. 689, doi. 10.1142/S0219530523500355
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- Article
Implicit regularization with strongly convex bias: Stability and acceleration.
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- Analysis & Applications, 2023, v. 21, n. 1, p. 165, doi. 10.1142/S0219530522400139
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- Article
A machine learning approach to optimal Tikhonov regularization I: Affine manifolds.
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- Analysis & Applications, 2022, v. 20, n. 2, p. 353, doi. 10.1142/S0219530520500220
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- Article
Kernel regression, minimax rates and effective dimensionality: Beyond the regular case.
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- Analysis & Applications, 2020, v. 18, n. 4, p. 683, doi. 10.1142/S0219530519500258
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- Article
On the K-functional in learning theory.
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- Analysis & Applications, 2020, v. 18, n. 03, p. 423, doi. 10.1142/S0219530519500192
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- Article
Distributed learning with indefinite kernels.
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- Analysis & Applications, 2019, v. 17, n. 6, p. 947, doi. 10.1142/S021953051850032X
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- Article
Thresholded spectral algorithms for sparse approximations.
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- Analysis & Applications, 2017, v. 15, n. 3, p. 433, doi. 10.1142/S0219530517500026
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- Article
Generalization analysis of multi-modal metric learning.
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- Analysis & Applications, 2016, v. 14, n. 4, p. 503, doi. 10.1142/S0219530515500104
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- Article
Regularity and uniqueness for a class of solutions to the hydrodynamic flow of nematic liquid crystals.
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- Analysis & Applications, 2016, v. 14, n. 4, p. 523, doi. 10.1142/S0219530515500086
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- Article
Regularity criteria for the incompressible magnetohydrodynamic equations with partial viscosity.
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- Analysis & Applications, 2016, v. 14, n. 2, p. 321, doi. 10.1142/S0219530515500074
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- Article
Regularization schemes for minimum error entropy principle.
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- Analysis & Applications, 2015, v. 13, n. 4, p. 437, doi. 10.1142/S0219530514500110
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- Article
A linear backward Euler scheme for a class of degenerate advection-diffusion equations: A mathematical analysis of the convergence in L<sup>∞</sup>(0, T<sub>0</sub>;L<sup>2</sup>(Ω)) and in L<sup>2</sup>(0, T<sub>0</sub>;H<sup>1</sup>(Ω))
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- Analysis & Applications, 2014, v. 12, n. 3, p. 227, doi. 10.1142/S0219530514500031
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- Publication type:
- Article
INDEFINITE KERNEL NETWORK WITH DEPENDENT SAMPLING.
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- Analysis & Applications, 2013, v. 11, n. 5, p. -1, doi. 10.1142/S0219530513500206
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- Publication type:
- Article
REGULARITY AND GENERALIZED POLYNOMIAL CHAOS APPROXIMATION OF PARAMETRIC AND RANDOM SECOND-ORDER HYPERBOLIC PARTIAL DIFFERENTIAL EQUATIONS.
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- Analysis & Applications, 2012, v. 10, n. 3, p. 295, doi. 10.1142/S0219530512500145
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- Publication type:
- Article
Communication-efficient distributed multi-task learning with matrix sparsity regularization.
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- Machine Learning, 2020, v. 109, n. 3, p. 569, doi. 10.1007/s10994-019-05847-6
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- Article
Rank minimization on tensor ring: an efficient approach for tensor decomposition and completion.
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- Machine Learning, 2020, v. 109, n. 3, p. 603, doi. 10.1007/s10994-019-05846-7
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- Publication type:
- Article
Data scarcity, robustness and extreme multi-label classification.
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- Machine Learning, 2019, v. 108, n. 8/9, p. 1329, doi. 10.1007/s10994-019-05791-5
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- Article
On better training the infinite restricted Boltzmann machines.
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- Machine Learning, 2018, v. 107, n. 6, p. 943, doi. 10.1007/s10994-018-5696-2
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- Article
Online optimization for max-norm regularization.
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- Machine Learning, 2017, v. 106, n. 3, p. 419, doi. 10.1007/s10994-017-5628-6
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- Publication type:
- Article
Sparse and low-rank matrix regularization for learning time-varying Markov networks.
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- Machine Learning, 2016, v. 105, n. 3, p. 335, doi. 10.1007/s10994-016-5568-6
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- Article
Rényi divergence minimization based co-regularized multiview clustering.
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- Machine Learning, 2016, v. 104, n. 2-3, p. 411, doi. 10.1007/s10994-016-5543-2
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- Article
Adaptive trajectory analysis of replicator dynamics for data clustering.
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- Machine Learning, 2016, v. 104, n. 2-3, p. 271, doi. 10.1007/s10994-016-5573-9
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- Publication type:
- Article
Fast and scalable Lasso via stochastic Frank-Wolfe methods with a convergence guarantee.
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- Machine Learning, 2016, v. 104, n. 2-3, p. 195, doi. 10.1007/s10994-016-5578-4
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- Article
Factorizing LambdaMART for cold start recommendations.
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- Machine Learning, 2016, v. 104, n. 2-3, p. 223, doi. 10.1007/s10994-016-5579-3
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- Article
Generalization bounds for metric and similarity learning.
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- Machine Learning, 2016, v. 102, n. 1, p. 115, doi. 10.1007/s10994-015-5499-7
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- Article
Feature selection in machine learning: an exact penalty approach using a Difference of Convex function Algorithm.
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- Machine Learning, 2015, v. 101, n. 1-3, p. 163, doi. 10.1007/s10994-014-5455-y
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- Article
Additive regularization of topic models.
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- Machine Learning, 2015, v. 101, n. 1-3, p. 303, doi. 10.1007/s10994-014-5476-6
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- Article
Regularized feature selection in reinforcement learning.
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- Machine Learning, 2015, v. 100, n. 2-3, p. 655, doi. 10.1007/s10994-015-5518-8
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- Article
A generalized online mirror descent with applications to classification and regression.
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- Machine Learning, 2015, v. 99, n. 3, p. 411, doi. 10.1007/s10994-014-5474-8
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- Article
Learning with tensors: a framework based on convex optimization and spectral regularization.
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- Machine Learning, 2014, v. 94, n. 3, p. 303, doi. 10.1007/s10994-013-5366-3
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- Article
Adaptive regularization of weight vectors.
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- Machine Learning, 2013, v. 91, n. 2, p. 155, doi. 10.1007/s10994-013-5327-x
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- Article
Effectiveness of first versus successive antitachycardia pacing attempts: predictors and clinical consequences.
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- 2019
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- Publication type:
- journal article
Low‐rank tensor completion with sparse regularization in a transformed domain.
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- Numerical Linear Algebra with Applications, 2021, v. 28, n. 6, p. 1, doi. 10.1002/nla.2387
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- Publication type:
- Article
Hybrid enriched bidiagonalization for discrete ill‐posed problems.
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- Numerical Linear Algebra with Applications, 2019, v. 26, n. 3, p. N.PAG, doi. 10.1002/nla.2230
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- Publication type:
- Article
Regularizing properties of a class of matrices including the optimal and the superoptimal preconditioners.
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- Numerical Linear Algebra with Applications, 2019, v. 26, n. 2, p. N.PAG, doi. 10.1002/nla.2225
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- Article
Regularization matrices for discrete ill‐posed problems in several space dimensions.
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- Numerical Linear Algebra with Applications, 2018, v. 25, n. 4, p. 1, doi. 10.1002/nla.2163
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- Article
An alternating direction method of multipliers for the solution of matrix equations arising in inverse problems.
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- Numerical Linear Algebra with Applications, 2018, v. 25, n. 4, p. 1, doi. 10.1002/nla.2123
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- Publication type:
- Article
A variational approach for restoring images corrupted by noisy blur kernels and additive noise.
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- Numerical Linear Algebra with Applications, 2017, v. 24, n. 6, p. n/a, doi. 10.1002/nla.2100
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- Publication type:
- Article
Estimation of atmospheric PSF parameters for hyperspectral imaging.
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- Numerical Linear Algebra with Applications, 2015, v. 22, n. 5, p. 795, doi. 10.1002/nla.1986
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- Publication type:
- Article
A modified truncated singular value decomposition method for discrete ill-posed problems.
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- Numerical Linear Algebra with Applications, 2014, v. 21, n. 6, p. 813, doi. 10.1002/nla.1938
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- Publication type:
- Article
Preconditioners for state-constrained optimal control problems with Moreau-Yosida penalty function.
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- Numerical Linear Algebra with Applications, 2014, v. 21, n. 1, p. 81, doi. 10.1002/nla.1863
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- Publication type:
- Article
Comment on 'Preconditioning of matrices partitioned in 2 Π2 block form: Eigenvalue estimates and Schwarz DD for mixed FEM' by Owe Axelsson, Radim Blaheta Comment on 'Preconditioning of matrices partitioned in 2 Π2 block form: Eigenvalue estimates and Schwarz DD for mixed FEM' by Owe Axelsson, Radim Blaheta
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- Numerical Linear Algebra with Applications, 2013, v. 20, n. 3, p. 533, doi. 10.1002/nla.818
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- Publication type:
- Article
A regularization technique for the XFEM: extension to finite deformations, inelastic material behaviour and multifield problems.
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- PAMM: Proceedings in Applied Mathematics & Mechanics, 2016, v. 16, n. 1, p. 153, doi. 10.1002/pamm.201610065
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- Article
A regularization approach for damage models based on a displacement gradient.
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- PAMM: Proceedings in Applied Mathematics & Mechanics, 2015, v. 15, n. 1, p. 151, doi. 10.1002/pamm.201510066
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- Publication type:
- Article
Funnel control for electrical circuits.
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- PAMM: Proceedings in Applied Mathematics & Mechanics, 2014, v. 14, n. 1, p. 3, doi. 10.1002/pamm.201410002
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- Publication type:
- Article
On the gradient enhancement of microplane damage models.
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- PAMM: Proceedings in Applied Mathematics & Mechanics, 2014, v. 14, n. 1, p. 155, doi. 10.1002/pamm.201410065
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- Publication type:
- Article
On regularization in parameter-free shape optimization.
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- PAMM: Proceedings in Applied Mathematics & Mechanics, 2014, v. 14, n. 1, p. 785, doi. 10.1002/pamm.201410375
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- Publication type:
- Article