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A Catalyst Framework for the Quantum Linear System Problem via the Proximal Point Algorithm

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J. Lyle Kim, Anastasios Kyrillidis
Jul 24, 2024 proximal point algorithm, quantum linear system problem, quantum algorithm
A Catalyst Framework for the Quantum Linear System Problem via the Proximal Point Algorithm

Local Stochastic Factored Gradient Descent for Distributed Quantum State Tomography

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J. Lyle Kim
Feb 22, 2023 distributed optimization, low-rank factorization, local updates, quantum computing
Local Stochastic Factored Gradient Descent for Distributed Quantum State Tomography

Convergence and Stability of the Stochastic Proximal Point Algorithm with Momentum

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J. Lyle Kim
Apr 1, 2022 convex optimization, acceleration, proximal point algorithm
Convergence and Stability of the Stochastic Proximal Point Algorithm with Momentum

Fast Quantum State Tomography via Accelerated Non-convex Programming

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J. Lyle Kim
Mar 17, 2021 non-convex optimization, low-rank factorization, acceleration, quantum computing
Fast Quantum State Tomography via Accelerated Non-convex Programming

Basics of Quantum Mechanics 2

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J. Lyle Kim
Mar 15, 2021 quantum computing
Basics of Quantum Mechanics 2

Basics of Quantum Mechanics 1

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J. Lyle Kim
Mar 13, 2021 quantum computing
Basics of Quantum Mechanics 1