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q-bio.BM2024
Quadratic unconstrained binary optimization and constraint programming approaches for lattice-based cyclic peptide docking
J. Kyle Brubaker, Kyle E. C. Booth, Akihiko Arakawa +4
The peptide-protein docking problem is an important problem in structural biology that facilitates rational and efficient drug design. In this work, we explore modeling and solving…
cs.LG2024
Scalable iterative pruning of large language and vision models using block coordinate descent
Gili Rosenberg, J. Kyle Brubaker, Martin J. A. Schuetz +4
Pruning neural networks, which involves removing a fraction of their weights, can often maintain high accuracy while significantly reducing model complexity, at least up to a certa…