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NONPARAMETRIC STOCHASTIC APPROXIMATION WITH LARGE STEP-SIZES

The Annals of statistics, 2016-08, Vol.44 (4), p.1363-1399

2016

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EQUIVALENCE OF DISTANCE-BASED AND RKHS-BASED STATISTICS IN HYPOTHESIS TESTING

The Annals of statistics, 2013-10, Vol.41 (5), p.2263-2291

2013

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PARTIAL DISTANCE CORRELATION WITH METHODS FOR DISSIMILARITIES

The Annals of statistics, 2014-12, Vol.42 (6), p.2382-2412

2014

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Fuzzy conformable fractional differential equations: novel extended approach and new numerical solutions

Soft computing (Berlin, Germany), 2020-08, Vol.24 (16), p.12501-12522

2020

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Adaptation of reproducing kernel algorithm for solving fuzzy Fredholm–Volterra integrodifferential equations

Neural computing & applications, 2017-07, Vol.28 (7), p.1591-1610

Abu Arqub, Omar

2017

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Robust Uncertainty Bounds in Reproducing Kernel Hilbert Spaces: A Convex Optimization Approach

IEEE transactions on automatic control, 2023-05, Vol.68 (5), p.1-13

2023

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FUNCTIONAL DATA ANALYSIS FOR DENSITY FUNCTIONS BY TRANSFORMATION TO A HILBERT SPACE

The Annals of statistics, 2016-02, Vol.44 (1), p.183-218

2016

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Numerical solutions of fuzzy differential equations using reproducing kernel Hilbert space method

Soft computing (Berlin, Germany), 2016-08, Vol.20 (8), p.3283-3302

2016

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Minimax Signal Detection in Sparse Additive Models

IEEE transactions on information theory, 2024-10, p.1-1

2024

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Learning for Control: \mathcal -Error Bounds for Kernel-Based Regression

IEEE transactions on automatic control, 2024-10, Vol.69 (10), p.6530-6545

2024

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A REPRODUCING KERNEL HILBERT SPACE APPROACH TO FUNCTIONAL LINEAR REGRESSION

The Annals of statistics, 2010-12, Vol.38 (6), p.3412-3444

2010

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Domain Adaptation via Transfer Component Analysis

IEEE transaction on neural networks and learning systems, 2011-02, Vol.22 (2), p.199-210

2011

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Contraction Theory for Dynamical Systems on Hilbert Spaces

IEEE transactions on automatic control, 2022-12, Vol.67 (12), p.6710-6715

2022

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DISTANCE COVARIANCE IN METRIC SPACES

The Annals of probability, 2013-09, Vol.41 (5), p.3284-3305

Lyons, Russell

2013

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Functional Bayesian Filter

IEEE transactions on signal processing, 2022, Vol.70, p.57-71

2022

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Sample Complexity and Minimax Properties of Exponentially Stable Regularized Estimators

IEEE transactions on automatic control, 2022-05, Vol.67 (5), p.2330-2342

2022

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Convergence of an extragradient-type method for variational inequality with applications to optimal control problems

Numerical algorithms, 2019-05, Vol.81 (1), p.269-291

2019

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Data-Driven Optimization: A Reproducing Kernel Hilbert Space Approach

Operations research, 2022-01, Vol.70 (1), p.454-471

2022

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Fitted reproducing kernel Hilbert space method for the solutions of some certain classes of time-fractional partial differential equations subject to initial and Neumann boundary conditions

Computers & mathematics with applications (1987), 2017-03, Vol.73 (6), p.1243-1261

Abu Arqub, Omar

2017

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Kernel Regression-Based State-Space Estimation of Continuous-Time Dynamic Systems From Noisy Sampled State Data

IEEE transactions on automatic control, 2024-07, Vol.69 (7), p.4757-4764

Kim, Taekyoo

2024

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A Hilbert space approach to singularities of functions

Journal of functional analysis, 2023-03, Vol.284 (6), p.109826, Article 109826

2023

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ORACLE INEQUALITIES FOR SPARSE ADDITIVE QUANTILE REGRESSION IN REPRODUCING KERNEL HILBERT SPACE

The Annals of statistics, 2018-04, Vol.46 (2), p.781-813

2018

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Concise Course on Stochastic Partial Differential Equations

2007 edition., 2007

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Guaranteed Functional Tensor Singular Value Decomposition

Journal of the American Statistical Association, 2024-04, Vol.119 (546), p.995-1007

2024

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On the Poincaré-Lelong equation in ℂn

Complex variables and elliptic equations, 2022-06, Vol.67 (6), p.1426-1446

2022

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NONPARAMETRIC STOCHASTIC APPROXIMATION WITH LARGE STEP-SIZES

EQUIVALENCE OF DISTANCE-BASED AND RKHS-BASED STATISTICS IN HYPOTHESIS TESTING

PARTIAL DISTANCE CORRELATION WITH METHODS FOR DISSIMILARITIES

Fuzzy conformable fractional differential equations: novel extended approach and new numerical solutions

Adaptation of reproducing kernel algorithm for solving fuzzy Fredholm–Volterra integrodifferential equations

Robust Uncertainty Bounds in Reproducing Kernel Hilbert Spaces: A Convex Optimization Approach

FUNCTIONAL DATA ANALYSIS FOR DENSITY FUNCTIONS BY TRANSFORMATION TO A HILBERT SPACE

Numerical solutions of fuzzy differential equations using reproducing kernel Hilbert space method

Minimax Signal Detection in Sparse Additive Models

Learning for Control: \mathcal -Error Bounds for Kernel-Based Regression

A REPRODUCING KERNEL HILBERT SPACE APPROACH TO FUNCTIONAL LINEAR REGRESSION

Domain Adaptation via Transfer Component Analysis

Contraction Theory for Dynamical Systems on Hilbert Spaces

DISTANCE COVARIANCE IN METRIC SPACES

Functional Bayesian Filter

Sample Complexity and Minimax Properties of Exponentially Stable Regularized Estimators

Convergence of an extragradient-type method for variational inequality with applications to optimal control problems

Data-Driven Optimization: A Reproducing Kernel Hilbert Space Approach

Fitted reproducing kernel Hilbert space method for the solutions of some certain classes of time-fractional partial differential equations subject to initial and Neumann boundary conditions

Kernel Regression-Based State-Space Estimation of Continuous-Time Dynamic Systems From Noisy Sampled State Data

A Hilbert space approach to singularities of functions

ORACLE INEQUALITIES FOR SPARSE ADDITIVE QUANTILE REGRESSION IN REPRODUCING KERNEL HILBERT SPACE

Concise Course on Stochastic Partial Differential Equations

Guaranteed Functional Tensor Singular Value Decomposition

On the Poincaré-Lelong equation in ℂn

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