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Open Quantum Systems Decoherence
Quantum Machine Learning
Quantum Stochastic Gradient Descent in its continuous-time limit based on the Wigner formulation of Open Quantum Systems
arXiv
Authors: Jose A. Morales Escalante
Year
2025
Paper ID
17892
Status
Preprint
Abstract Read
~2 min
Abstract Words
48
Citations
N/A
Abstract
The main ideas behind a research plan to use the Wigner formulation as a bridge between classical and quantum probabilistic algorithms are presented, focusing on a particular case: the Quantum analog of Stochastic Gradient Descent in its continuous-time limit based on the Wigner formulation of Open Quantum Systems.
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- This paper contributes to the Quantum Machine Learning research area in the Quantum Articles archive.
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- The main ideas behind a research plan to use the Wigner formulation as a bridge between classical and quantum probabilistic algorithms are presented, focusing on a particular...
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