Author

Amatya Sharma

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Preprint Jul 2026

Spectral Dual Fitting for $k$-Means

A new dual fitting algorithm is given which tightly accounts for dual payments while still facilitating an effective dual feasibility analysis, and a new framework that uses spectral analysis for determining the approximation factor of the algorithm is introduced.

Aditya Anand, Moses Charikar, Vincent Cohen-Addad et al. · 1 citation