48 citations · 52 across the 3 of their papers we have counts for
3 papers
quant-ph2023
The ZX-Calculus is Canonical in the Heisenberg Picture for Stabilizer Quantum Mechanics
J Biamonte, A Nasrallah
In 2008 Coecke and Duncan proposed the graphical ZX-calculus rewrite system which came to formalize reasoning with quantum circuits, measurements and quantum states. The ZX-calculu…
quant-ph2020★ 48 cited
Abrupt Transitions in Variational Quantum Circuit Training
Ernesto Campos, Aly Nasrallah, Jacob Biamonte
Variational quantum algorithms dominate gate-based applications of modern quantum processors. The so called, {\it layer-wise trainability conjecture} appears in various works throu…
cs.LG2019★ 4 cited
Physicist's Journeys Through the AI World - A Topical Review. There is no royal road to unsupervised learning
Imad Alhousseini, Wissam Chemissany, Fatima Kleit +1
Artificial Intelligence (AI), defined in its most simple form, is a technological tool that makes machines intelligent. Since learning is at the core of intelligence, machine learn…