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Adria Binte Habib on Muck Rack

Adria Binte Habib

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Articles

Computer Science > Machine Learning

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By Ibne Farabi, Anuj Sharma, Adria Binte Habib
| arXiv
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 well enough to obtain smaller valid prediction sets?
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