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1

[Applied and Numerical Harmonic Analysis] Recent Applications of Harmonic Analysis to Function Spaces, Differential Equations, and Data Science ||

Pesenson, Isaac, Le Gia, Quoc Thong, Mayeli, Azita, Mhaskar, Hrushikesh, Zhou, Ding-Xuan

Year:

2017

Language:

english

File:

PDF, 8.89 MB

english, 2017

2

Why and when can deep-but not shallow-networks avoid the curse of dimensionality: A review

Poggio, Tomaso, Mhaskar, Hrushikesh, Rosasco, Lorenzo, Miranda, Brando, Liao, Qianli

Journal:

International Journal of Automation and Computing

Year:

2017

Language:

english

File:

PDF, 1.68 MB

english, 2017

3

[Applied and Numerical Harmonic Analysis] Frames and Other Bases in Abstract and Function Spaces ||

Pesenson, Isaac, Le Gia, Quoc Thong, Mayeli, Azita, Mhaskar, Hrushikesh, Zhou, Ding-Xuan

Year:

2017

Language:

english

File:

PDF, 7.33 MB

english, 2017

4

Stable soft extrapolation of entire functions

Batenkov, Dmitry, Demanet, Laurent, Mhaskar, Hrushikesh N

Journal:

Inverse Problems

Year:

2019

Language:

english

File:

PDF, 2.43 MB

english, 2019

5

[Applied and Numerical Harmonic Analysis] Recent Applications of Harmonic Analysis to Function Spaces, Differential Equations, and Data Science || Stable Likelihood Computation for Gaussian Random Fields

Pesenson, Isaac, Le Gia, Quoc Thong, Mayeli, Azita, Mhaskar, Hrushikesh, Zhou, Ding-Xuan

Year:

2017

Language:

english

File:

PDF, 537 KB

english, 2017

6

[Applied and Numerical Harmonic Analysis] Recent Applications of Harmonic Analysis to Function Spaces, Differential Equations, and Data Science || Harmonic Analysis in Non-Euclidean Spaces: Theory and Application

Pesenson, Isaac, Le Gia, Quoc Thong, Mayeli, Azita, Mhaskar, Hrushikesh, Zhou, Ding-Xuan

Year:

2017

Language:

english

File:

PDF, 379 KB

english, 2017

7

A Deep Learning Approach to Diabetic Blood Glucose Prediction

Mhaskar, Hrushikesh N., Pereverzyev, Sergei V., van der Walt, Maria D.

Journal:

Frontiers in Applied Mathematics and Statistics

Year:

2017

Language:

english

File:

PDF, 1.58 MB

english, 2017

8

Deep Nets for Local Manifold Learning

Chui, Charles K., Mhaskar, Hrushikesh N.

Journal:

Frontiers in Applied Mathematics and Statistics

Year:

2018

Language:

english

File:

PDF, 500 KB

english, 2018

9

[Applied and Numerical Harmonic Analysis] Recent Applications of Harmonic Analysis to Function Spaces, Differential Equations, and Data Science || Asymptotic Behavior of the Fourier Transform of a Function of Bounded Variation

Pesenson, Isaac, Le Gia, Quoc Thong, Mayeli, Azita, Mhaskar, Hrushikesh, Zhou, Ding-Xuan

Year:

2017

Language:

english

File:

PDF, 214 KB

english, 2017

10

A Witness Function Based Construction of Discriminative Models Using Hermite Polynomials

Mhaskar, Hrushikesh N., Cheng, Xiuyuan, Cloninger, Alexander

Journal:

Frontiers in Applied Mathematics and Statistics

Year:

2020

File:

PDF, 1.16 MB

2020

11

Applications of classical approximation theory to periodic basis function networks and computational harmonic analysis

Hrushikesh N. Mhaskar, Paul Nevai, Eugene Shvarts

Journal:

Bulletin of Mathematical Sciences

Year:

2013

Language:

english

File:

PDF, 767 KB

english, 2013

12

[Applied and Numerical Harmonic Analysis] Frames and Other Bases in Abstract and Function Spaces || Recent Progress in Shearlet Theory: Systematic Construction of Shearlet Dilation Groups, Characterization of Wavefront Sets, and New Embeddings

Pesenson, Isaac, Le Gia, Quoc Thong, Mayeli, Azita, Mhaskar, Hrushikesh, Zhou, Ding-Xuan

Year:

2017

Language:

english

File:

PDF, 380 KB

english, 2017

13

[Applied and Numerical Harmonic Analysis] Frames and Other Bases in Abstract and Function Spaces || Sigma-Delta Quantization for Fusion Frames and Distributed Sensor Networks

Pesenson, Isaac, Le Gia, Quoc Thong, Mayeli, Azita, Mhaskar, Hrushikesh, Zhou, Ding-Xuan

Year:

2017

Language:

english

File:

PDF, 369 KB

english, 2017

14

[Applied and Numerical Harmonic Analysis] Frames and Other Bases in Abstract and Function Spaces || Optimization Methods for Frame Conditioning and Application to Graph Laplacian Scaling

Pesenson, Isaac, Le Gia, Quoc Thong, Mayeli, Azita, Mhaskar, Hrushikesh, Zhou, Ding-Xuan

Year:

2017

Language:

english

File:

PDF, 308 KB

english, 2017

15

Kernel-Based Analysis of Massive Data

Mhaskar, Hrushikesh N.

Journal:

Frontiers in Applied Mathematics and Statistics

Year:

2020

File:

PDF, 426 KB

2020

16

Filtered Legendre expansion method for numerical differentiation at the boundary point with application to blood glucose predictions

Mhaskar, Hrushikesh N., Naumova, V., Pereverzyev, S.V.

Journal:

Applied Mathematics and Computation

Year:

2013

Language:

english

File:

PDF, 425 KB

english, 2013

17

Data Based Construction of Kernels for Semi-Supervised Learning With Less Labels

Mhaskar, Hrushikesh, Pereverzyev, Sergei V., Semenov, Vasyl Yu., Semenova, Evgeniya V.

Journal:

Frontiers in Applied Mathematics and Statistics

Year:

2019

Language:

english

File:

PDF, 1.17 MB

english, 2019

18

Data Based Construction of Kernels for Semi-Supervised Learning With Less Labels

Mhaskar, Hrushikesh, Pereverzyev, Sergei V., Semenov, Vasyl Yu., Semenova, Evgeniya V.

Journal:

Frontiers in Applied Mathematics and Statistics

Year:

2019

File:

PDF, 1.17 MB

2019

19

Higher order numerical discretizations for exterior and biharmonic type PDEs

Karthik Jayaraman Raghuram, Shivkumar Chandrasekaran, Joseph Moffitt, Ming Gu, Hrushikesh Mhaskar

Journal:

Journal of Computational and Applied Mathematics

Year:

2012

Language:

english

File:

PDF, 1.74 MB

english, 2012

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