I have an active research interest in quantum computing, quantum algorithms and quantum machine learning. I am a Royal Society Entrepreneur in Residence at UCL working on Quantum Technologies and AI.

We are working with Simone Severini and Mark Herbster at UCL on quantum machine learning for cognitive healthcare. This project is funded by InnovateUK, more details here

UCL’s quantum information group.

Events / Talks

I co-organize the London Quantum Computing Meet up.

2018 Dec: I’m giving a talk at the National Physical Laboratory on Quantum Machine Learning. More details here.

2018 Dec: I gave a talk on Quantum Machine Learning for Medical Imaging at the Hamlyn Winter School Surgical Imaging and Vision

2018 Oct: The quantum computer hack day with IBM.

2018 Aug: I am organising a workshop on quantum machine learning at KDD.

2018 Apr: We will have a poster at this years Heilbron Quantum Algorithms Meeting showing our work on quantum pre-training and auto encoders.

2018 Feb: I will be at the Creative Destructive Lab for their Quantum Machine Learning start up program.

2017 Dec: Our work on quantum machine learning will be presented at the Royal Societies meeting on the Foundations of quantum mechanics and their impact on contemporary society.

Very interesting workshop on Quantum Technologies for Machine Learning QTML in held in Verona Nov 2017 QTML

Great event on quantum computing hosted by BlueYard and Google’s Quantum AI group. Quantum leap.

Selected Papers

Graph Cut Segmentation Methods Revisited with a Quantum Algorithm. Tse, L., Mountney, P., Klein, P. and Severini, S., 2018. arXiv preprint arXiv:1812.03050.

Image classification with quantum pre-training and auto-encoders. Piat, S., Usher, N., Severini, S., Herbster, M., Mansi, T. and Mountney, P., 2018. International Journal of Quantum Information, 16(08), p.1840009.

Quantum linear systems algorithms: a primer. Dervovic, D., Herbster, M., Mountney, P., Severini, S., Usher, N. and Wossnig, L., 2018. arXiv preprint arXiv:1802.08227.

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