Vignesh Ram Somnath

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 14

Top Topics

Chemical Reactions

Causal Discovery

Top Venues

Publications

Vignesh Ram Somnath, Pier Giuseppe Sessa, María Rodríguez Martínez, Andreas Krause
DockGame: Cooperative Games for Multimeric Rigid Protein Docking. CoRR (2023)
Viacheslav Borovitskiy, Mohammad Reza Karimi, Vignesh Ram Somnath, Andreas Krause
Isotropic Gaussian Processes on Finite Spaces of Graphs. AISTATS (2023)
Alexander Hägele, Jonas Rothfuss, Lars Lorch, Vignesh Ram Somnath, Bernhard Schölkopf, Andreas Krause
BaCaDI: Bayesian Causal Discovery with Unknown Interventions. AISTATS (2023)
Vignesh Ram Somnath, Matteo Pariset, Ya-Ping Hsieh, María Rodríguez Martínez, Andreas Krause, Charlotte Bunne
Aligned Diffusion Schrödinger Bridges. UAI (2023)
Vignesh Ram Somnath, Matteo Pariset, Ya-Ping Hsieh, María Rodríguez Martínez, Andreas Krause, Charlotte Bunne
Aligned Diffusion Schrödinger Bridges. CoRR (2023)
Puck van Gerwen, Ksenia R. Briling, Charlotte Bunne, Vignesh Ram Somnath, Rubén Laplaza, Andreas Krause, Clémence Corminboeuf
EquiReact: An equivariant neural network for chemical reactions. CoRR (2023)
Alexander Hägele, Jonas Rothfuss, Lars Lorch, Vignesh Ram Somnath, Bernhard Schölkopf, Andreas Krause
BaCaDI: Bayesian Causal Discovery with Unknown Interventions. CoRR (2022)
Vignesh Ram Somnath, Charlotte Bunne, Andreas Krause
Multi-Scale Representation Learning on Proteins. CoRR (2022)
Viacheslav Borovitskiy, Mohammad Reza Karimi, Vignesh Ram Somnath, Andreas Krause
Isotropic Gaussian Processes on Finite Spaces of Graphs. CoRR (2022)
Andreas Kopf, Vincent Fortuin, Vignesh Ram Somnath, Manfred Claassen
Mixture-of-Experts Variational Autoencoder for clustering and generating from similarity-based representations on single cell data. PLoS Comput. Biol. 17 (6) (2021)
Vignesh Ram Somnath, Charlotte Bunne, Andreas Krause
Multi-Scale Representation Learning on Proteins. NeurIPS (2021)
Vignesh Ram Somnath, Charlotte Bunne, Connor W. Coley, Andreas Krause, Regina Barzilay
Learning Graph Models for Retrosynthesis Prediction. NeurIPS (2021)
Vignesh Ram Somnath, Charlotte Bunne, Connor W. Coley, Andreas Krause, Regina Barzilay
Learning Graph Models for Template-Free Retrosynthesis. CoRR (2020)
Andreas Kopf, Vincent Fortuin, Vignesh Ram Somnath, Manfred Claassen
Mixture-of-Experts Variational Autoencoder for clustering and generating from similarity-based representations. CoRR (2019)