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On the sequential convergence of Lloyd's algorithms

math.OC · 2024-05-31 · unverdicted · novelty 6.0

Proves sequential convergence of Lloyd's algorithms for optimal and uniform quantization under analytic density assumptions via gradient methods and subanalytic integral properties.

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  • On the sequential convergence of Lloyd's algorithms math.OC · 2024-05-31 · unverdicted · none · ref 59

    Proves sequential convergence of Lloyd's algorithms for optimal and uniform quantization under analytic density assumptions via gradient methods and subanalytic integral properties.