[HTML][HTML] Quantum machine learning beyond kernel methods
Abstract Machine learning algorithms based on parametrized quantum circuits are prime
candidates for near-term applications on noisy quantum computers. In this direction, various …
candidates for near-term applications on noisy quantum computers. In this direction, various …
Fisher information in noisy intermediate-scale quantum applications
JJ Meyer - Quantum, 2021 - quantum-journal.org
The recent advent of noisy intermediate-scale quantum devices, especially near-term
quantum computers, has sparked extensive research efforts concerned with their possible …
quantum computers, has sparked extensive research efforts concerned with their possible …
Query-optimal estimation of unitary channels in diamond distance
We consider process tomography for unitary quantum channels. Given access to an
unknown unitary channel acting on a d-dimensional qudit, we aim to output a classical …
unknown unitary channel acting on a d-dimensional qudit, we aim to output a classical …
Fundamental limitations on distillation of quantum channel resources
Quantum channels underlie the dynamics of quantum systems, but in many practical settings
it is the channels themselves that require processing. We establish universal limitations on …
it is the channels themselves that require processing. We establish universal limitations on …
Covariant catalysis requires correlations and good quantum reference frames degrade little
Catalysts are quantum systems that open up dynamical pathways between quantum states
which are otherwise inaccessible under a given set of operational restrictions while, at the …
which are otherwise inaccessible under a given set of operational restrictions while, at the …
No-broadcasting of magic states
From both intuitive and physical perspectives, it is generally recognized that within a
resource theory framework, free operations cannot broadcast a resource state due to their …
resource theory framework, free operations cannot broadcast a resource state due to their …
Quantum autoencoders for communication-efficient cloud computing
In the model of quantum cloud computing, the server executes a computation on the
quantum data provided by the client. In this scenario, it is important to reduce the amount of …
quantum data provided by the client. In this scenario, it is important to reduce the amount of …
Efficient Quantum Algorithm for Port-based Teleportation
In this paper, we provide the first efficient algorithm for port-based teleportation, a unitarily
equivariant version of teleportation useful for constructing programmable quantum …
equivariant version of teleportation useful for constructing programmable quantum …
Fundamental energy requirement of reversible quantum operations
Landauer's principle asserts that any computation has an unavoidable energy cost that
grows proportionally to its degree of logical irreversibility. But even a logically reversible …
grows proportionally to its degree of logical irreversibility. But even a logically reversible …
A comparative study of universal quantum computing models: Toward a physical unification
DS Wang - Quantum Engineering, 2021 - Wiley Online Library
Quantum computing has been a fascinating research field in quantum physics. Recent
progresses motivate us to study in depth the universal quantum computing models …
progresses motivate us to study in depth the universal quantum computing models …