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4 Pith papers cite this work. Polarity classification is still indexing.

4 Pith papers citing it

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Tomography of quantum states with bounded extent

quant-ph · 2026-06-05 · unverdicted · novelty 7.0

A reduction from weak agnostic learning of class C to efficient tomography of states with bounded l1-extent w.r.t. C, with a concrete algorithm for stabilizer states running in poly(n, (ξ/ε)^log(ξ/ε)) time.

Measurement-based quantum machine learning

quant-ph · 2024-05-14 · unverdicted · novelty 7.0

The authors introduce MuTA as a universal quantum neural network for MBQC and numerically demonstrate its ability to learn gates, classify quantum states, and process data under noise, including photonic hardware constraints.

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  • Tomography of quantum states with bounded extent quant-ph · 2026-06-05 · unverdicted · none · ref 127

    A reduction from weak agnostic learning of class C to efficient tomography of states with bounded l1-extent w.r.t. C, with a concrete algorithm for stabilizer states running in poly(n, (ξ/ε)^log(ξ/ε)) time.

  • Time Evolution on Hybrid Tensor Networks -- A Novel and Parallelizable Algorithm quant-ph · 2026-06-26 · unverdicted · none · ref 94

    Introduces a parallelizable hybrid tensor network algorithm for time-evolving matrix product states that combines classical BUG integration with quantum methods without synchronization barriers.