1 code implementation • 8 Mar 2024 • Thomas M. Sutter, Yang Meng, Norbert Fortin, Julia E. Vogt, Stephan Mandt
Such architectures impose hard constraints on the model.
no code implementations • 23 Sep 2023 • Wenzhuo Zhou, Annie Qu, Keiland W. Cooper, Norbert Fortin, Babak Shahbaba
Graph Neural Networks (GNNs) have achieved promising performance in a variety of graph-focused tasks.
no code implementations • 24 Feb 2021 • Anass El Yaagoubi Bourakna, Marco Pinto, Norbert Fortin, Hernando Ombao
For these reasons we propose a new smooth online parameter estimation approach (SOPE) that has the ability to control for the smoothness of the estimates with a reasonable computational complexity.
Time Series Analysis Methodology Computation Other Statistics
no code implementations • 13 Oct 2019 • Tian Chen, Lingge Li, Gabriel Elias, Norbert Fortin, Babak Shahbaba
We show that our method leads to substantially higher accuracy rate for neural decoding and allows to discover novel biological phenomena by providing a clear latent representation of the decoding process.