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On the Optimality of Sufficient Statistics-Based Quantizers

Dülek2023Quantization for estimation

doi:10.1109/TPAMI.2022.3172282

Dülek (2023)

Result

for exponential families, an optimal deterministic K-level trace-FIM quantizer can be chosen with convex-polytopal cells in sufficient-statistic space.

Boundary marker

multivariate hard Fisher-optimal polyhedral quantizers are known for trace.

Cited by

  • Derived from the literatureNormalized trace equals Fisher-whitened k-meansTRACE-WHITENED-KMEANS
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