{"ID":2848749,"CreatedAt":"2026-06-01T04:54:23.091178241Z","UpdatedAt":"2026-06-01T04:54:23.091178241Z","DeletedAt":null,"paper_url":"https://arxiv.org/abs/2510.25910","arxiv_id":"2510.25910","title":"Quantum Stochastic Gradient Descent in its continuous-time limit based on the Wigner formulation of Open Quantum Systems","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.","short_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.","url_abs":"https://arxiv.org/abs/2510.25910","url_pdf":"https://arxiv.org/pdf/2510.25910v1","authors":"[\"Jose A. Morales Escalante\"]","published":"2025-10-29T19:24:57Z","proceeding":"quant-ph","tasks":"[\"quant-ph\",\"math-ph\",\"math.NA\",\"math.OC\",\"physics.comp-ph\"]","methods":"[]","has_code":false}