This workshop will bring together a group of young trendsetters working at the frontier of machine learning and quantum information. The workshop will feature two days of talks, and ample time for participants to interact and form new collaborations in the inspiring environment of the Perimeter Institute. Topics will include machine learning, quantum field theory, quantum information, and unifying theoretical concepts.
Territorial Land Acknowledgement
Perimeter Institute acknowledges that it is situated on the traditional territory of the Anishinaabe, Haudenosaunee, and Neutral peoples.
Perimeter Institute is located on the Haldimand Tract. After the American Revolution, the tract was granted by the British to the Six Nations of the Grand River and the Mississaugas of the Credit First Nation as compensation for their role in the war and for the loss of their traditional lands in upstate New York. Of the 950,000 acres granted to the Haudenosaunee, less than 5 percent remains Six Nations land. Only 6,100 acres remain Mississaugas of the Credit land.
We thank the Anishinaabe, Haudenosaunee, and Neutral peoples for hosting us on their land.
Format results
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Quantum adiabatic speedup on a class of combinatorial optimization problems
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Madelyn Cain Harvard University
- Madelyn Cain
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Towards an artificial Muse for new ideas in Quantum Physics
Mario Krenn Max Planck Institute for the Science of Light
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Matchgate Shadows for Fermionic Quantum Simulation
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Kianna Wan Alphabet (United States)
- Kianna Wan
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Self-Correcting Quantum Many-Body Control using Reinforcement Learning with Tensor Networks
Friederike Metz L'Ecole Polytechnique Federale de Lausanne (EPFL)
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A Study of Neural Network Field Theories
Anindita Maiti Perimeter Institute for Theoretical Physics
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Representing quantum states with spiking neural networks
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Stefanie Czischek University of Ottawa
- Stefanie Czischek
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Adaptive Quantum State Tomography with Active Learning
Hannah Lange Ludwig-Maximilians-Universität München (LMU)
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Gibbs Sampling of Periodic Potentials on a Quantum Computer
Arsalan Motamedi University of Waterloo
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QuEra - quantum computing with neutral atoms:
Anna Knörr Harvard University