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authorYurenHao0426 <Blackhao0426@gmail.com>2026-06-09 15:28:30 -0500
committerYurenHao0426 <Blackhao0426@gmail.com>2026-06-09 15:28:30 -0500
commitb246cc878c3db48e6d993a6a293176ee9be97e77 (patch)
treeed7baf048144927ba98f417e5d9c28b5a4489f31 /notes/02_experiment_notes.md
parent2488deff02737330ff4f355746be2b49492ac3dc (diff)
Add MNIST real-data validation of e0 theorem and estimator
New script validates both no-fit claims on MNIST-subset MLPs. e0 theorem: 16 configs, hidden share 0.39-0.82, measured E_B[e0] within 0.0001-0.0089 of prediction (512 real-backward draws each). Estimator: 96 trajectories, velocity MAE 0.00196 (3.9% of mean gap), bias -0.0006, beating fixed K(0) everywhere; kernels computed via a layerwise gram identity self-tested against autograd at machine precision. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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