Adversaries perturbing shared entanglement in distributed VQAs can manipulate a new Kraus expressibility metric to keep gradients large but steer training to incorrect solutions.
Entanglement of formation of an arbitrary state of two qubits.Physical Review Letters, 80(10):2245, 1998
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A review compiling upper and lower bounds on entanglement cost for non-local quantum computation and its connections to cryptography, complexity, communication, and quantum gravity.
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Adversarial Effects on Expressibility and Trainability in Distributed Variational Quantum Algorithms
Adversaries perturbing shared entanglement in distributed VQAs can manipulate a new Kraus expressibility metric to keep gradients large but steer training to incorrect solutions.
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Entanglement cost in non-local quantum computation
A review compiling upper and lower bounds on entanglement cost for non-local quantum computation and its connections to cryptography, complexity, communication, and quantum gravity.