Perturbative corrections to kernel ridge methods for NPIV that introduce eigenmode mixing to address ill-defined cases, with reported error reductions up to 99% when dimensionality parameter beta exceeds 0.7.
Lecturesonnon-perturbativeeffectsinlarge ๐ gaugetheories,matrixmodels and strings
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A comprehensive introduction to spectral networks that develops higher-rank Teichmรผller theory in parallel with class S gauge theory and BPS spectra.
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Perturbative methods for non-parametric instrumental variable
Perturbative corrections to kernel ridge methods for NPIV that introduce eigenmode mixing to address ill-defined cases, with reported error reductions up to 99% when dimensionality parameter beta exceeds 0.7.
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Spectral Networks: Bridging higher-rank Teichm\"uller theory and BPS states
A comprehensive introduction to spectral networks that develops higher-rank Teichmรผller theory in parallel with class S gauge theory and BPS spectra.
- From Matrix Models to Gaussian Molecules and the Einstein-Hilbert Action