30 citations · 115 across the 21 of their papers we have counts for
4 papers · 1 filter
Modeling Sequences with Quantum States: A Look Under the Hood
Tai-Danae Bradley, E. Miles Stoudenmire, John Terilla
Classical probability distributions on sets of sequences can be modeled using quantum states. Here, we do so with a quantum state that is pure and entangled. Because it is entangle…
Probabilistic Modeling with Matrix Product States
James Stokes, John Terilla
Inspired by the possibility that generative models based on quantum circuits can provide a useful inductive bias for sequence modeling tasks, we propose an efficient training algor…
Probabilistic quantum error correction
Jesse Fern, John Terilla
There are well known necessary and sufficient conditions for a quantum code to correct a set of errors. We study weaker conditions under which a quantum code may correct errors wit…
Thermodynamic interpretation of quantum error correcting criterion
Vladimir Korepin, John Terilla
Shanon's fundamental coding theorems relate classical information theory to thermodynamics. More recent theoretical work has been successful in relating quantum information theory…