Klarner, Leo
- Diffusion Models for Constrained Domains
2023/04/11 by Nic Fishman, Fishman, Nic, Leo Klarner +7 · 12 citations
Engineering · #Reservoir Engineering and Simulation Methods
- Metropolis Sampling for Constrained Diffusion Models
2023/07/11 by Fishman, Nic, Klarner, Leo, Mathieu, Emile +2 · 8 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- GAUCHE: A Library for Gaussian Processes in Chemistry
2022/12/06 by Griffiths, Ryan-Rhys, Klarner, Leo, Moss, Henry B. +24 · 6 citations
#Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci)
- Context-Guided Diffusion for Out-of-Distribution Molecular and Protein Design
2024/07/16 by Leo Klarner, Tim G. J. Rudner, Klarner, Leo +7 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimal Experimental Design Methods #Protein purification and stability
- Drug Discovery under Covariate Shift with Domain-Informed Prior Distributions over Functions
2023/07/14 by Leo Klarner, Klarner, Leo, Tim G. J. Rudner +11 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Metabolomics and Mass Spectrometry Studies