Vignesh Ram Somnath

1. Learning Graph Models for Retrosynthesis Prediction
   2020/06/12 by Vignesh Ram Somnath, Charlotte Bunne, Somnath, Vignesh Ram +7 · 9 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
2. BaCaDI: Bayesian Causal Discovery with Unknown Interventions
   2022/06/03 by Alexander Hägele, Jonas Rothfuss, Hägele, Alexander +9 · 5 citations
   Computer Science · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Methodology (stat.ME)
3. Multi-Scale Representation Learning on Proteins
   2022/04/04 by Vignesh Ram Somnath, Charlotte Bunne, Somnath, Vignesh Ram +3 · 5 citations
   Biochemistry, Genetics and Molecular Biology · Materials Science · #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Machine Learning in Materials Science #Protein Structure and Dynamics
4. Aligned Diffusion Schrödinger Bridges
   2023/02/22 by Vignesh Ram Somnath, Somnath, Vignesh Ram, Matteo Pariset +9 · 2 citations
   Biochemistry, Genetics and Molecular Biology · #Cell Image Analysis Techniques #FOS: Biological sciences #FOS: Computer and information sciences #Fractal and DNA sequence analysis #Gene Regulatory Network Analysis #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)