research
∙
12/23/2022
Neural Networks beyond explainability: Selective inference for sequence motifs
Over the past decade, neural networks have been successful at making pre...
share
research
∙
03/11/2020
Convolutional Kernel Networks for Graph-Structured Data
We introduce a family of multilayer graph kernels and establish new link...
research
∙
06/07/2019
Recurrent Kernel Networks
Substring kernels are classical tools for representing biological sequen...
research
∙
10/03/2011
Group Lasso with Overlaps: the Latent Group Lasso approach
We study a norm for structured sparsity which leads to sparse linear pre...
research
∙
01/18/2010