The conjecture that the entropy sum lower-bound constant can be improved to one-half
The conjecture that the entropy sum lower-bound constant can be improved to one-half
Let or , let , and let and be independent discrete random variables taking values in , under the hypotheses of Theorem 1. The theorem currently gives
Entropy sum lower-bound conjecture. The constant can be improved to , meaning that
The value is known for the stated non-identically distributed setting, whereas the value holds when the variables are identically distributed and is suggested by Shannon's continuous entropy power inequality. Improving the constant in the general independent setting remains open.
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Sources & referencesView supporting material
Primary source
Lampros Gavalakis, Marcel K. Goh and Ioannis Kontoyiannis, “Entropy lower bounds and sum-product phenomena”, arXiv:2604.20233 (2026).
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