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Found 4 papers, 1 papers with code
Beyond Ansätze: Learning Quantum Circuits as Unitary Operators
This paper explores the advantages of optimizing quantum circuits on $N$ wires as operators in the unitary group $U(2^N)$.
Quantum versus Classical Generative Modelling in Finance
Finding a concrete use case for quantum computers in the near term is still an open question, with machine learning typically touted as one of the first fields which will be impacted by quantum technologies.
Quanvolutional Neural Networks: Powering Image Recognition with Quantum Circuits
In this work, we introduce a new type of transformational layer called a quantum convolution, or quanvolutional layer.
Quantum Physics Emerging Technologies
Leveraging Adiabatic Quantum Computation for Election Forecasting
Accurate, reliable sampling from fully-connected graphs with arbitrary correlations is a difficult problem.
