The actual finite sumset-extractor construction #
The amplified matched sampler produces the seed of one fixed affine correlation breaker. Its advice encodes the outer and candidate indices. XOR over candidates gives each outer bit, and strict majority gives the final bit. None of these choices depends on the source sets or on a tested parity. All maps are total, including outside the finite sampling guards.
This is the construction strategy of Chattopadhyay--Liao, Extractors for
Sum of Two Sources, Lemma 5.4 and the proof of Theorem 2:
https://arxiv.org/abs/2110.12652. Its parameters use the library's
conservative matched and Gamma extractors. Eventual entropy bounds and
uniform evaluation of the complete family are proved in
Construction.Asymptotics and Construction.Uniform.
The seed width of the single affine breaker used by the entire reduction.
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Source entropy sufficient for both affine leakage and the amplified sampler.
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The actual sampler with explicit binary enumeration of both seed indices.
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XOR the actual candidate calls, using injective fixed-length binary advice.
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The final finite construction: majority of the actual XOR-reduction outputs.