Quadratic Weak-to-Strong Generalization in Random Feature Networks via Random Matrix Theory 4KYENHR0J8

URI	`m2://res/4KYENHR0J8`
Kind	preprint
Creators	Deborah Oliveira, Elliot Paquette
Date	2026-10-06
Subjects	arxiv stat.ML, arxiv cs.LG, arxiv math.PR
Scope	border

Expressions

Date	2026-10-06
Ids	arXiv 2610.09044

The mentions of the inventory that name this resource. Each name links to the card of its inventory row.

Item	Kind	Where	Source
Harmonic and Hermite coefficients	statement	lemma 7	arxiv
Perturbed deterministic resolvent	definition	definition 3	arxiv
5FHHRV0MZM	statement	proposition 1	arxiv
5H8ZPZ4CWX	statement	theorem 8	arxiv
No polynomial improvement at any stopping time	statement	proposition 2	arxiv
Self-consistent parameter	definition	definition 1	arxiv
\textbf{Order of magnitude of $\nu$ -- ReLU activation	statement	lemma 4	arxiv
AQAVKWASS3	statement	lemma 1	arxiv
CTZ67SKJWG	definition	definition	arxiv
General quadratic lower bound	statement	theorem 1	arxiv
Deterministic-equivalent teacher error	statement	theorem 5	arxiv
tanh	example	example 2	arxiv
No quadratic improvement at any stopping time	statement	proposition 3	arxiv
Deterministic resolvent	definition	definition 2	arxiv
Stopping-time phases	statement	theorem 4	arxiv
Deterministic-equivalent student error	definition	definition 4	arxiv
GHCZ81E2BJ	statement	theorem 6	arxiv
H9D0CJP0X8	statement	lemma 3	arxiv
ReLU	example	example 1	arxiv
Variance filter bound	statement	lemma 6	arxiv
Single-resolvent deterministic equivalent	statement	lemma 2	arxiv
Quadratic improvement: pure harmonic target	statement	theorem 2	arxiv
\chg{Quadratic improvement: general activations	statement	theorem 3	arxiv
Double-resolvent deterministic equivalent	statement	theorem 7	arxiv
Logistic sigmoid	example	example 3	arxiv
Quadratic improvement for general activations	statement	theorem 9	arxiv
Consequences of the order of $\nu$	statement	lemma 5	arxiv