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Shapley Value Estimation for Multi-Site Data with Blockwise-Missing Features

This story is from 2026-09-15. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2609.14902v1 Announce Type: new Abstract: Shapley value (SV)-based methods are the prevailing framework for feature attribution in machine learning, yet existing population-level Shapley estimators generally assume that observations used to evaluate the coalitional game are fully observed und…

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  1. 2026-09-15 04:00 · arXiv stat.ML
    Shapley Value Estimation for Multi-Site Data with Blockwise-Missing Features

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