125 citations · 247 across the 11 of their papers we have counts for
10 papers · 1 filter
GPT on a Quantum Computer
Yidong Liao, Chris Ferrie
Large Language Models (LLMs) such as ChatGPT have transformed how we interact with and understand the capabilities of Artificial Intelligence (AI). However, the intersection of LLM…
Ansatz-Agnostic Exponential Resource Saving in Variational Quantum Algorithms Using Shallow Shadows
Afrad Basheer, Yuan Feng, Christopher Ferrie +1
Variational Quantum Algorithms (VQA) have been identified as a promising candidate for the demonstration of near-term quantum advantage in solving optimization tasks in chemical si…
Alternating Layered Variational Quantum Circuits Can Be Classically Optimized Efficiently Using Classical Shadows
Afrad Basheer, Yuan Feng, Christopher Ferrie +1
Variational quantum algorithms (VQAs) are the quantum analog of classical neural networks (NNs). A VQA consists of a parameterized quantum circuit (PQC) which is composed of multip…
QDataset: Quantum Datasets for Machine Learning
Elija Perrier, Akram Youssry, Chris Ferrie
The availability of large-scale datasets on which to train, benchmark and test algorithms has been central to the rapid development of machine learning as a discipline and its matu…
Classical correlation alone supplies the anomaly to weak values
Christopher Ferrie, Joshua Combes
The question of what is genuinely quantum about weak values is only ever going to elicit strongly subjective opinions---it is not a scientific question. Good questions, when compar…
Robust and efficient in situ quantum control
Christopher Ferrie, Osama Moussa
Precision control of quantum systems is the driving force for both quantum technology and the probing of physics at the quantum and nano-scale. We propose an implementation indepen…