Abstract: In This work we prove a new theorem applicable to polynomial kernels for SVM classification tasks. This theorem relates the properties of the input space to the kernel function space. Thus, ...

Yosra Barkaoui’s doctoral dissertation in mathematics at the University of Vaasa, Finland, has successfully generalised a fundamental theorem that has been limited to the bounded case. The research ...

Casey Murphy has fanned his passion for finance through years of writing about active trading, technical analysis, market commentary, exchange-traded funds (ETFs), commodities, futures, options, and ...

When it comes to tasks other than number crunching, the human brain possesses many advantages over a digital computer. We can quickly recognize a face, even when seen from the side in bad lighting in ...

Abstract: Catastrophic forgetting has been a major challenge in continual learning, where the model needs to learn new tasks with limited or no access to data from previously seen tasks. To tackle ...

Please visit https://linearmouse.app. Please sign up for Crowdin and join our Crowdin project to translate LinearMouse into supported languages. It is recommended to sign in Crowdin using GitHub, so ...

This repository is dedicated to the study of linear separability measures, including implementations of the methods described in the papers listed below, complete with examples and usage instructions.