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ML4H 2026 rebuttal: hazard-scored override, channel probes, event pins, GEMINI stages, comparison tools - #274

Merged

amrit110 merged 16 commits into

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rebuttal/integration

Sep 29, 2026

Commits on Sep 25, 2026

Add hyperparameter table generator for the ML4H appendix (WP6)

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c592407
Score the label override on the hazard heads (WP1)

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2d1cd51
Channel probes: k versus the poles (WP3 of the ML4H rebuttal plan)

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c7b5ea6
GEMINI run.sh: alerts-cis, panel-coverage and cohort-counts steps for the ML4H rebuttal (WP5)

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2ba28e0
Pin hazard event heads per run, and write run_pins.json at training time

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Merge remote-tracking branch 'origin/rebuttal/hazard-override' into rebuttal/integration
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Merge remote-tracking branch 'origin/rebuttal/channel-probes' into rebuttal/integration
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Merge remote-tracking branch 'origin/rebuttal/gemini-stages' into rebuttal/integration
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Merge remote-tracking branch 'origin/rebuttal/hparams-table' into rebuttal/integration
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Plan: record the three subset-scale RandInt arms under WP4

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1a47681
probe_channel: device-safe CTL probes, saved bank, staged JSON writes

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WP2: paired two-run AUROC deltas on identical landmark rows

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69d252e

Commits on Sep 26, 2026

Plan: results so far (WP1, WP2, WP3, WP5, WP6) as of Sep 26

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fcc3922

Commits on Sep 29, 2026

Plan: final WP2 (retrains) and WP4 (RandInt) results

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c320014
probe_channel: annotate the mixed-embedding return for mypy

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b201e70
Plan: paired like-for-like intervals for WP2; VMs stopped

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