3 papers
stat.ML2023
Resetting a fixed broken ELBO
Robert I. Cukier
Variational autoencoders (VAEs) are one class of generative probabilistic latent-variable models designed for inference based on known data. They balance reconstruction and regular…
cs.LG2022
Three Variations on Variational Autoencoders
R. I. Cukier
Variational autoencoders (VAEs) are one class of generative probabilistic latent-variable models designed for inference based on known data. We develop three variations on VAEs by…
q-bio.BM2017
A Trigger Sequence in a Leucine Zipper Aids its Dimerization; Simulation Results
Robert I. Cukier
Leucine zippers are alpha helical monomers dimerized to a coiled coil structure. Various scenarios for dimerization span interaction of unstructured monomers that form alpha helice…