ERC Back to the Roots Seminar by Kim Batselier

Supervised machine learning with tensor network kernel machines

Start: 30/04/2024, 17:00
Location: Thermotechnisch Instituut, Aula van de Tweede Hoofdwet

Abstract

In this talk I will introduce tensor network kernel machines. These models are able to learn nonlinear patterns from data for both regression and classification tasks and are described by an exponential amount of model parameters. Live-demos will show that such models can be learned efficiently and at the same time achieve state-of-the art performance on validation data.

Organized by: Bart De Moor