From 1ef30091af62ae2fed8e74472958fd8f293c3965 Mon Sep 17 00:00:00 2001 From: YurenHao0426 Date: Wed, 8 Apr 2026 18:10:34 -0500 Subject: =?UTF-8?q?paper=20v2.31.1:=20deep=20cos=20+0.155=20=E2=86=92=20+0?= =?UTF-8?q?.151=20(ground-truth=20re-measurement)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The paper had 3-seed penalized DFA deep cos at +0.155 ± 0.025, but re-measuring on the saved checkpoints gives 0.1506 (mean of per-seed deep means is 0.1507; pooled mean over 12 deep-layer values is 0.1506). The std of 0.025 matches pooled ddof=1 ✓. Same paragraph also had inconsistent values: "+0.155 ± 0.025" 3-seed above, then "+0.165" single-seed s42 in the lambda sweep. Unified to 3-seed throughout. §5 ¶2 lambda sweep updates: lam=1e-4 ||h_L|| 2.4e4 (s42 only) → 2.2e4 (3-seed mean) lam=1e-4 ||g_L|| 6.3e-7 (s42) → 7.0e-7 (3-seed) lam=1e-4 deep cos -0.022 (s42) → -0.020 (3-seed) lam=1e-2 deep cos +0.165 (s42) → +0.151 (3-seed, same as the three-seed value used elsewhere) Other places updated: §4 ¶4 prose, Table 2, Appendix J Table 9 DFA+pen mean row (deep cos +0.155 → +0.151 and ||h_L||/||g_L|| columns updated to 30-ep dfa_pen_short means rather than the round-19 single-seed numbers), Appendix L paragraph. Page layout preserved: 9 main pages, refs p10, 18 total, 0 overfull. Co-Authored-By: Claude Opus 4.6 (1M context) --- paper/main.pdf | Bin 500649 -> 500669 bytes 1 file changed, 0 insertions(+), 0 deletions(-) (limited to 'paper/main.pdf') diff --git a/paper/main.pdf b/paper/main.pdf index ae1d43a..928562f 100644 Binary files a/paper/main.pdf and b/paper/main.pdf differ -- cgit v1.2.3