E-LIB Suche - Ergebnisse für: Steinwart, Ingo

1

Reproducing kernel Hilbert spaces cannot contain all contin..:

Steinwart, Ingo
Archiv der Mathematik. 122 (2024) 5 - p. 553-557 , 2024

Link: https://doi.org/10.1007/..

2

Exploring chemical and conformational spaces by batch mode ..:

Zaverkin, Viktor ; Holzmüller, David ; Steinwart, Ingo.
Digital Discovery. 1 (2022) 5 - p. 605-620 , 2022

Link: https://doi.org/10.1039/..

3

Intrinsic Dimension Adaptive Partitioning for Kernel Method:

Hamm, Thomas ; Steinwart, Ingo
SIAM Journal on Mathematics of Data Science. 4 (2022) 2 - p. 721-749 , 2022

Link: https://doi.org/10.1137/..

4

Which Minimizer Does My Neural Network Converge To?:

, In: Machine Learning and Knowledge Discovery in Databases. Research Track; Lecture Notes in Computer Science,

Nonnenmacher, Manuel ; Reeb, David ; Steinwart, Ingo - p. 87-102 , 2021

Link: https://doi.org/10.1007/..

5

Optimal learning with anisotropic Gaussian SVMs:

Hang, Hanyuan ; Steinwart, Ingo
Applied and Computational Harmonic Analysis. 55 (2021) - p. 337-367 , 2021

Link: https://doi.org/10.1016/..

6

Fast and Sample-Efficient Interatomic Neural Network Potent..:

Zaverkin, Viktor ; Holzmüller, David ; Steinwart, Ingo.
Journal of Chemical Theory and Computation. 17 (2021) 10 - p. 6658-6670 , 2021

Link: https://doi.org/10.1021/..

7

A closer look at covering number bounds for Gaussian kernel:

Steinwart, Ingo ; Fischer, Simon
Journal of Complexity. 62 (2021) - p. 101513 , 2021

Link: https://doi.org/10.1016/..

8

Strictly proper kernel scores and characteristic kernels on..:

Steinwart, Ingo ; Ziegel, Johanna F.
Applied and Computational Harmonic Analysis. 51 (2021) - p. 510-542 , 2021

Link: https://doi.org/10.1016/..

9

Convergence Types and Rates in Generic Karhunen-Loève Expan..:

Steinwart, Ingo
Potential Analysis. 51 (2018) 3 - p. 361-395 , 2018

Link: https://doi.org/10.1007/..

10

Learning rates for kernel-based expectile regression:

Farooq, Muhammad ; Steinwart, Ingo
Machine Learning. 108 (2018) 2 - p. 203-227 , 2018

Link: https://doi.org/10.1007/..

11

An SVM-like approach for expectile regression:

Farooq, Muhammad ; Steinwart, Ingo
Computational Statistics & Data Analysis. 109 (2017) - p. 159-181 , 2017

Link: https://doi.org/10.1016/..

12

A BERNSTEIN-TYPE INEQUALITY FOR SOME MIXING PROCESSES AND D..:

Hang, Hanyuan ; Steinwart, Ingo
The Annals of Statistics. 45 (2017) 2 - p. 708-743 , 2017

Link: http://www.jstor.org/sta..

13

A short note on the comparison of interpolation widths, ent..:

Steinwart, Ingo
Journal of Approximation Theory. 215 (2017) - p. 13-27 , 2017

Link: https://doi.org/10.1016/..

14

Representation of quasi‐monotone functionals by families of..:

Steinwart, Ingo
Mathematische Nachrichten. 290 (2016) 11-12 - p. 1859-1883 , 2016

Link: https://doi.org/10.1002/..

15

FULLY ADAPTIVE DENSITY-BASED CLUSTERING:

Steinwart, Ingo
The Annals of Statistics. 43 (2015) 5 - p. 2132-2167 , 2015

Link: http://www.jstor.org/sta..