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Calibration-Preserving Pruning: Compression as a Reliability Contract

This story is from 2026-08-26. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2608.23744v1 Announce Type: new Abstract: Split conformal prediction, not the pruning rule, supplies finite-sample marginal coverage once a pruned model is fixed independently of the conformal calibration split. We study the separate efficiency problem: can pruning preserve score geometry wel…

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  1. 2026-08-26 04:00 · arXiv cs.LG
    Calibration-Preserving Pruning: Compression as a Reliability Contract

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