no code implementations • 26 May 2022 • Namrata Anand, Tudor Achim
Proteins are macromolecules that mediate a significant fraction of the cellular processes that underlie life.
no code implementations • 29 Sep 2021 • Namrata Anand, Tudor Achim
Protein fixed-backbone sequence design is an important task in computational protein design, and being able to quickly and accurately modify or redesign side-chains is a useful subroutine in the context of functional design problems such as ligand binding site, enzyme, and binder design.
1 code implementation • NeurIPS 2018 • Aditya Grover, Tudor Achim, Stefano Ermon
Several algorithms for solving constraint satisfaction problems are based on survey propagation, a variational inference scheme used to obtain approximate marginal probability estimates for variable assignments.
no code implementations • 5 Oct 2015 • Lun-Kai Hsu, Tudor Achim, Stefano Ermon
We show that information projections can be combined with random projections to obtain provable guarantees on the quality of the approximation obtained, regardless of the complexity of the original model.