Manuscript Psy03-D@1 · Psy03-D-v1.tex · section · 3e18951d

The matching object

Intervention accounting and certified matching › The matching object · lines 1545–1575

Psy03-D@1#eq:matching

For a fixed parameterization, a complete accounting vector may include

B = (D_{W}, D_{b}, D_{M}, D_{a}, D_{ψ}, D_{noise}, C_{train}, C_{score}) .

Here $D_{W}$ must state whether it compares stored parameters or effective masked tensors.

Weight-only displacement does not price bias changes, mask reopening at zero, activation changes, or computational cost. The budget counterexamples and conventions in Psy03-A remain methodological records CheungPsy03A.

Let family $m$ have executed candidates $c \in C_{m}$ , with displacement $d_{m c}$ . For a target $d_{*}$ and tolerance $τ$ , common executed support is

d_{*} \in m ⋂ c \in C_{m} ⋃ [d_{m c} - τ, d_{m c} + τ] .

A pooled range across families does not establish this intersection.

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unlabeled · line 1549
$B = (D_{W}, D_{b}, D_{M}, D_{a}, D_{ψ}, D_{noise}, C_{train}, C_{score}) .$
Psy03-D@1#eq:matching · line 1567
$d_{*} \in m ⋂ c \in C_{m} ⋃ [d_{m c} - τ, d_{m c} + τ] .$

The matching object

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