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Isotropic Gaussian Processes on Finite Spaces of Graphs


Nov 03, 2022
Viacheslav Borovitskiy, Mohammad Reza Karimi, Vignesh Ram Somnath, Andreas Krause

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BaCaDI: Bayesian Causal Discovery with Unknown Interventions


Jun 03, 2022
Alexander Hägele, Jonas Rothfuss, Lars Lorch, Vignesh Ram Somnath, Bernhard Schölkopf, Andreas Krause

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Multi-Scale Representation Learning on Proteins


Apr 04, 2022
Vignesh Ram Somnath, Charlotte Bunne, Andreas Krause

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* Neural Information Processing Systems 2021 

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Learning Graph Models for Template-Free Retrosynthesis


Jun 12, 2020
Vignesh Ram Somnath, Charlotte Bunne, Connor W. Coley, Andreas Krause, Regina Barzilay

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Mixture-of-Experts Variational Autoencoder for clustering and generating from similarity-based representations


Oct 17, 2019
Andreas Kopf, Vincent Fortuin, Vignesh Ram Somnath, Manfred Claassen

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* Submitted as conference paper at Eighth International Conference on Learning Representations (ICLR 2020) 

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