2 papers
math.DS2022
Stochastic mRNA production by a three-state gene
Boris Rubinstein, Jay Unruh, Julia Zeitlinger
We consider a model of mRNA production governed by the dynamics of a gene that exists in three possible states -- inactive, poised and active. The transitions between the adjacent…
cs.LG2021
On a novel training algorithm for sequence-to-sequence predictive recurrent networks
Boris Rubinstein
Neural networks mapping sequences to sequences (seq2seq) lead to significant progress in machine translation and speech recognition. Their traditional architecture includes two rec…