Search Results for author: Ethan N. Evans

Found 2 papers, 0 papers with code

Learning with SASQuaTCh: a Novel Variational Quantum Transformer Architecture with Kernel-Based Self-Attention

no code implementations21 Mar 2024 Ethan N. Evans, Matthew Cook, Zachary P. Bradshaw, Margarite L. LaBorde

The widely popular transformer network popularized by the generative pre-trained transformer (GPT) has a large field of applicability, including predicting text and images, classification, and even predicting solutions to the dynamics of physical systems.

Operator learning

A Quick Introduction to Quantum Machine Learning for Non-Practitioners

no code implementations22 Feb 2024 Ethan N. Evans, Dominic Byrne, Matthew G. Cook

This paper provides an introduction to quantum machine learning, exploring the potential benefits of using quantum computing principles and algorithms that may improve upon classical machine learning approaches.

Quantum Machine Learning

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