Research
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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

Trend · papers per month

count% of corpus
0111 · Sep 201919922001200920172026
2 results for “Single-preparation”
Single-preparation unsupervised quantum machine learning: concepts and applicationsquant-ph

New method uses single quantum state for machine learning tasks, improving accuracy.

problem Challenges in unsupervised learning with quantum data.
method SIngle-Preparation Quantum Information Processing (SIPQIP) concept.
result Significantly more accurate estimation compared to traditional methods.
quantum machine learningunsupervised learningsingle-preparationquantum dataaccuracy improvement
2021-01-05abs ↗pdf ↗
Quantum process tomography with unknown single-preparation input statesquant-ph

New method for QPT without needing to know or prepare specific input states.

problem Quantum process characterization with unknown input states.
method Blind Quantum Process Tomography (BQPT) with single-preparation methods.
result Ability to characterize quantum processes using arbitrary unknown input states.
Quantum Process TomographySingle-preparationBlindQuantum GatesCylindrical-symmetry Heisenberg spin coupling
2019-09-18abs ↗pdf ↗