no code implementations • 23 Dec 2022 • Antoine Villié, Philippe Veber, Yohann de Castro, Laurent Jacob
Over the past decade, neural networks have been successful at making predictions from biological sequences, especially in the context of regulatory genomics.
1 code implementation • ICML 2020 • Dexiong Chen, Laurent Jacob, Julien Mairal
On the other hand, our model can also be trained end-to-end on large-scale data, leading to new types of graph convolutional neural networks.
1 code implementation • NeurIPS 2019 • Dexiong Chen, Laurent Jacob, Julien Mairal
Substring kernels are classical tools for representing biological sequences or text.
no code implementations • NeurIPS 2008 • Laurent Jacob, Jean-Philippe Vert, Francis R. Bach
In multi-task learning several related tasks are considered simultaneously, with the hope that by an appropriate sharing of information across tasks, each task may benefit from the others.