Results 141 to 150 of about 1,777,436 (249)

A Kernel-Based Metric for Balance Assessment

Journal of Causal Inference, 2018
An important goal in causal inference is to achieve balance in the covariates among the treatment groups. In this article, we introduce the concept of distributional balance preserving which requires the distribution of the covariates to be the same in ...
Zhu Yeying, Savage Jennifer S., Ghosh Debashis   +2 more
doaj   +1 more source

Adaptive Software-Defined Network Control Using Kernel-Based Reinforcement Learning: An Empirical Study

Applied Sciences
Software-defined networking (SDN) requires adaptive control strategies to handle dynamic traffic conditions and heterogeneous network environments.
Yedil Nurakhov, Abzal Kyzyrkanov, Zhenis Otarbay, Danil Lebedev   +3 more
doaj   +1 more source

Distance Functions for Reproducing Kernel Hilbert Spaces

, 2011
Suppose $H$ is a space of functions on $X$. If $H$ is a Hilbert space with reproducing kernel then that structure of $H$ can be used to build distance functions on $X$. We describe some of those and their interpretations and interrelations.
R. Rochberg, E. Sawyer, B. Wick, ARCOZZI, NICOLA   +3 more
core   +1 more source

Εφαρμογές των Reproducing Kernel Hilbert Spaces στη Μηχανική Μάθηση και Υλοποίηση Αλγορίθμων [PDF]

, 2014
Σύντομη αναφορά ιδιοτήτων των Reproducing Kernel Hilbert Spaces. Εφαρμογή της θεωρίας αυτής σε αλγορίθμους (Kernel LMS, Kernel RLS) με τη βοήθεια του kernel τεχνάσματος. Παρουσίαση αποτελεσμάτων από την υλοποίηση ορισμένων αλγορίθμων.Brief reference of
Παπάζογλου Άννα
core   +1 more source

The Convergence Rate for a -Functional in Learning Theory

Journal of Inequalities and Applications, 2010
It is known that in the field of learning theory based on reproducing kernel Hilbert spaces the upper bounds estimate for a -functional is needed.
Xiang Dao-Hong, Sheng Bao-Huai
doaj  

Reproducing kernels in separable Hilbert spaces [PDF]

Pacific Journal of Mathematics, 1968
openaire   +3 more sources

Conditional Exponential Convex Functions on White Noise Spaces

Axioms
This paper seeks to present the fundamental features of the category of conditional exponential convex functions (CECFs). Additionally, the study of continuous CECFs contributes to the characterization of convolution semigroups.
Ahmed. M. Zabel, Areej A. Almoneef, Ayat Nassar, Abd-Allah Hyder   +3 more
doaj   +1 more source

Dimensionality Reduction for Supervised Learning with Reproducing Kernel Hilbert Spaces

Journal of machine learning research, 2004
K. Fukumizu, F. Bach, Michael I. Jordan
semanticscholar   +1 more source

Structured functional additive regression in reproducing kernel Hilbert spaces. [PDF]

J R Stat Soc Series B Stat Methodol, 2014
Zhu H, Yao F, Zhang HH.
europepmc   +1 more source

Utilizing Kernel Adaptive Filters for Speech Enhancement within the ALE Framework

Iranian Journal of Electrical and Electronic Engineering, 2017
Performance of the linear models, widely used within the framework of adaptive line enhancement (ALE), deteriorates dramatically in the presence of non-Gaussian noises. On the other hand, adaptive implementation of nonlinear models, e.g.
G. Alipoor
doaj