Far beyond Neptune, astronomers have finally confirmed a compact clump of icy worlds hiding inside the Kuiper Belt, a feature ...

After two weeks of intense work, Linus Torvalds finally tagged and pushed out the first release candidate (RC1) of the upcoming Linux Kernel version 6.18. The Linux 6.18-rc1 release marks the formal ...

Linus Torvalds has announced the third release candidate (RC3) for the upcoming Linux Kernel 6.16. After a slightly smaller RC2, RC3 brings the size and scope back to expected levels. While there are ...

Abstract: Heat kernel smoothing (HKS) over graph is a valuable tool for reducing noise in irregular graph signals. In the conventional HKS method, the discrete heat equation (DHE) is derived by ...

Computational Brain Science Lab, Division of Computational Science and Technology, KTH Royal Institute of Technology, Stockholm, Sweden This paper presents an analysis of properties of two hybrid ...

ABSTRACT: In real-world applications, datasets frequently contain outliers, which can hinder the generalization ability of machine learning models. Bayesian classifiers, a popular supervised learning ...

Abstract: We introduce a new method for simultaneous estimation of parameters and latent process dynamics in nonlinear and non-Gaussian state space models. Combining kernel smoothing, conditional ...

Spatial noise in imaging is the variations or irregularities in the pixel values of an image that are unrelated to the actual features of the scene being captured. This type of noise occurs at the ...

The covariance functions in scikit-fda were originally used to generate Gaussian processes. Now, their inputs will be generalized to accept also FData objects, in order to compute a "similarity ...