Christopher Ferrie

According to our database, Christopher Ferrie authored at least 13 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A quantum approach to synthetic minority oversampling technique (SMOTE).

Nishikanta Mohanty, Bikash K. Behera, Christopher Ferrie, Pravat Dash

Quantum Mach. Intell., June, 2025

Quantum-Inspired Optimization Process for Data Imputation.

Nishikanta Mohanty, Bikash K. Behera, Badshah Mukherjee, Christopher Ferrie

CoRR, May, 2025

Quantum SMOTE with Angular Outliers: Redefining Minority Class Handling.

Nishikanta Mohanty, Bikash K. Behera, Christopher Ferrie

CoRR, January, 2025

Short-time quantum Fourier transform processing.

Sreeraj Rajindran Nair, Benjamin J. Southwell, Christopher Ferrie

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

On the Trainability and Classical Simulability of Learning Matrix Product States Variationally.

Afrad Basheer, Yuan Feng, Christopher Ferrie, Sanjiang Li, Hakop Pashayan

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Solving the vehicle routing problem via quantum support vector machines.

Nishikanta Mohanty, Bikash K. Behera, Christopher Ferrie

Quantum Mach. Intell., June, 2024

Ansatz-Agnostic Exponential Resource Saving in Variational Quantum Algorithms Using Shallow Shadows.

Afrad Basheer, Yuan Feng, Christopher Ferrie, Sanjiang Li

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2023

Alternating Layered Variational Quantum Circuits Can Be Classically Optimized Efficiently Using Classical Shadows.

Afrad Basheer, Yuan Feng, Christopher Ferrie, Sanjiang Li

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2020

Quantum Geometric Machine Learning for Quantum Circuits and Control.

Elija Perrier, Christopher Ferrie, Dacheng Tao

CoRR, 2020

2019

Minimax quantum state estimation under Bregman divergence.

Maria Quadeer, Marco Tomamichel, Christopher Ferrie

Quantum, 2019

2017

QInfer: Statistical inference software for quantum applications.

Christopher E. Granade, Christopher Ferrie, Ian Hincks, Steven Casagrande, Thomas Alexander, Jonathan Gross, Michal Kononenko, Yuval Sanders

Quantum, 2017

2013

How to best sample a periodic probability distribution, or on the accuracy of Hamiltonian finding strategies.

Christopher Ferrie, Christopher E. Granade, David G. Cory

Quantum Inf. Process., 2013

Robust Online Hamiltonian Learning.

Christopher E. Granade, Christopher Ferrie, Nathan Wiebe, David G. Cory

Proceedings of the 8th Conference on the Theory of Quantum Computation, 2013