no code implementations • 1 Jan 2021 • Tim Kucera, Karsten Michael Borgwardt, Matteo Togninalli, Laetitia Papaxanthos
The availability of vast protein sequence information and rich functional annotations thereof has a large potential for protein design applications in biomedicine and synthetic biology.
2 code implementations • NeurIPS 2019 • Matteo Togninalli, Elisabetta Ghisu, Felipe Llinares-López, Bastian Rieck, Karsten Borgwardt
Most graph kernels are an instance of the class of $\mathcal{R}$-Convolution kernels, which measure the similarity of objects by comparing their substructures.
Ranked #7 on Graph Classification on NCI1
2 code implementations • ICLR 2019 • Bastian Rieck, Matteo Togninalli, Christian Bock, Michael Moor, Max Horn, Thomas Gumbsch, Karsten Borgwardt
While many approaches to make neural networks more fathomable have been proposed, they are restricted to interrogating the network with input data.