HIGHLIGHTS
- who: from the (UNIVERSITY) have published the paper: Supplementary Materials, in the Journal: (JOURNAL)
SUMMARY
For any overfitted model M such that M0 ⊆ M, |M| ≤ mn + |M0 |, and ΦM such that ||ΦM - Φ0M ||∞ ≤ cn, then the authors have √ ncn √ Hn (Φ0M ) Hn (ΦM ) ncn Hn (Φ0M ). The authors approximate Hn (ΦM ) by Hn (Φ0M ) and it is guaranteed when ΦM is close enough to Φ0M b M - Φ0 ||∞, by the continuity of Hn (ΦM ). The authors set wn=n-1/2+9τ log n. b M )=- 1 (ΦM - Φ b M )> Hn (Φ e M . . .
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