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The General Theory of Localization Methods

cs.LG · 2026-05-20 · unverdicted · novelty 3.0

The localization method is presented as a unifying framework connecting kernel methods, MeanShift, Hopfield networks, LLE, fuzzy inference, denoising autoencoders, and Transformers via local models and the localization trick.

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  • Quantum Sensing and Quantum Error Correction: Two Sides of the Same Coin quant-ph · 2026-05-22 · unverdicted · none · ref 17

    Quantum error-correcting codes are connected to sensor states in quantum metrology, illustrated by relating the absorption-emission code to states for arbitrary rotation sensing.

  • The General Theory of Localization Methods cs.LG · 2026-05-20 · unverdicted · none · ref 77

    The localization method is presented as a unifying framework connecting kernel methods, MeanShift, Hopfield networks, LLE, fuzzy inference, denoising autoencoders, and Transformers via local models and the localization trick.