1 code implementation • 3 Nov 2021 • Alexandra Hotti, Riccardo Sven Risuleo, Stefan Magureanu, Aref Moradi, Jens Lagergren
To address this, we introduce the Klarna Product Page Dataset, a comprehensive and diverse collection of webpages that surpasses existing datasets in richness and variety.
1 code implementation • NeurIPS 2019 • Anna Wigren, Riccardo Sven Risuleo, Lawrence Murray, Fredrik Lindsten
Bayesian inference in state-space models is challenging due to high-dimensional state trajectories.
no code implementations • 30 Apr 2015 • Riccardo Sven Risuleo, Giulio Bottegal, Håkan Hjalmarsson
Recent developments in system identification have brought attention to regularized kernel-based methods, where, adopting the recently introduced stable spline kernel, prior information on the unknown process is enforced.
no code implementations • 30 Apr 2015 • Riccardo Sven Risuleo, Giulio Bottegal, Håkan Hjalmarsson
We show that the resulting scheme provides an estimate of the overparameterized vector that can be uniquely decomposed as the combination of an impulse response and $p$ coefficients of the static nonlinearity.