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2011.10530
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On barren plateaus and cost function locality in variational quantum algorithms
20 November 2020
Alexey Uvarov
Jacob Biamonte
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Papers citing
"On barren plateaus and cost function locality in variational quantum algorithms"
35 / 35 papers shown
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Does provable absence of barren plateaus imply classical simulability?
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Improving Parameter Training for VQEs by Sequential Hamiltonian Assembly
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Expressibility-induced Concentration of Quantum Neural Tangent Kernels
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Quantum Machine Learning on Near-Term Quantum Devices: Current State of Supervised and Unsupervised Techniques for Real-World Applications
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Reduction of finite sampling noise in quantum neural networks
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Challenges and Opportunities in Quantum Machine Learning
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The quantum cost function concentration dependency on the parametrization expressivity
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Enhancing Quantum Adversarial Robustness by Randomized Encodings
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Theoretical Guarantees for Permutation-Equivariant Quantum Neural Networks
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Theory for Equivariant Quantum Neural Networks
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Louis Schatzki
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Symmetric Pruning in Quantum Neural Networks
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Fundamental limitations on optimization in variational quantum algorithms
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Dynamical simulation via quantum machine learning with provable generalization
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Generalization in quantum machine learning from few training data
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F-Divergences and Cost Function Locality in Generative Modelling with Quantum Circuits
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Recent advances for quantum classifiers
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Variational Quantum Classifiers Through the Lens of the Hessian
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Training Quantum Embedding Kernels on Near-Term Quantum Computers
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Equivalence of quantum barren plateaus to cost concentration and narrow gorges
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Connecting ansatz expressibility to gradient magnitudes and barren plateaus
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Natural Evolutionary Strategies for Variational Quantum Computation
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Effect of barren plateaus on gradient-free optimization
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Noise-Induced Barren Plateaus in Variational Quantum Algorithms
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