Counting the auxiliary substitution and restriction pairs
For truncation order q, the recovery procedure considers U subset E subset {1,...,n} with |E|<=q. There are C_q=sum_{s=0}^{min(q,n)} 2^s*binom(n,s) pairs: choose E of size s, then any of its 2^s subsets U. Thus C_0=1 and C_q=3^n if q>=n. For 0<eta<=1, eta^q*C_q<=(1+2eta)^n, since eta^q<=eta^s for every retained s. If q=O(nR/Q) and 0<R/Q<1, choose eta=R/Q; taking logs gives log2 C_q=O(n*(R/Q)*log2(2Q/R)). This bound needs the stated order for q, not just small factor scopes.
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Related
From separated local expansions back to the original count
Evaluating a sparse lifted factor without enumerating its scope
The manuscript parameter recipe for a sparse measurement layout
Why operation counts need bounds on integer bit lengths
Bounding coefficients produced by the parity-lift construction
The quantitative contract for the initial sparse checks
The stated fast-contraction theorem and its input requirements
Grouping tests and variables before indexing incidence subsets
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Related
From separated local expansions back to the original count
Evaluating a sparse lifted factor without enumerating its scope
The manuscript parameter recipe for a sparse measurement layout
Why operation counts need bounds on integer bit lengths
Bounding coefficients produced by the parity-lift construction
The quantitative contract for the initial sparse checks
The stated fast-contraction theorem and its input requirements
Grouping tests and variables before indexing incidence subsets
Choosing enough residue-field elements for interpolation