Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Approximate Network Motif Mining Via Graph Learning



Carlos Oliver , Dexiong Chen , Vincent Mallet , Pericles Philippopoulos , Karsten Borgwardt


   Access Paper or Ask Questions

Structure-Aware Transformer for Graph Representation Learning



Dexiong Chen , Leslie O'Bray , Karsten Borgwardt


   Access Paper or Ask Questions

Weisfeiler and Leman go Machine Learning: The Story so far



Christopher Morris , Yaron Lipman , Haggai Maron , Bastian Rieck , Nils M. Kriege , Martin Grohe , Matthias Fey , Karsten Borgwardt


   Access Paper or Ask Questions

The magnitude vector of images



Michael F. Adamer , Leslie O'Bray , Edward De Brouwer , Bastian Rieck , Karsten Borgwardt

* 15 pages, 8 figures 

   Access Paper or Ask Questions

Predicting sepsis in multi-site, multi-national intensive care cohorts using deep learning



Michael Moor , Nicolas Bennet , Drago Plecko , Max Horn , Bastian Rieck , Nicolai Meinshausen , Peter Bühlmann , Karsten Borgwardt


   Access Paper or Ask Questions

Evaluation Metrics for Graph Generative Models: Problems, Pitfalls, and Practical Solutions



Leslie O'Bray , Max Horn , Bastian Rieck , Karsten Borgwardt


   Access Paper or Ask Questions

Topological Graph Neural Networks



Max Horn , Edward De Brouwer , Michael Moor , Yves Moreau , Bastian Rieck , Karsten Borgwardt


   Access Paper or Ask Questions

Graph Kernels: State-of-the-Art and Future Challenges



Karsten Borgwardt , Elisabetta Ghisu , Felipe Llinares-López , Leslie O'Bray , Bastian Rieck

* Accepted by Foundations and Trends in Machine Learning, 2020 

   Access Paper or Ask Questions

Accelerating COVID-19 Differential Diagnosis with Explainable Ultrasound Image Analysis



Jannis Born , Nina Wiedemann , Gabriel Brändle , Charlotte Buhre , Bastian Rieck , Karsten Borgwardt

* 8 pages, 4 figures 

   Access Paper or Ask Questions

Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence



Bastian Rieck , Tristan Yates , Christian Bock , Karsten Borgwardt , Guy Wolf , Nicholas Turk-Browne , Smita Krishnaswamy


   Access Paper or Ask Questions

1
2
3
>>