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Can SGD Select Good Fishermen? Local Convergence under Self-Selection Biases

This story is from 2026-09-14. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2504.07133v2 Announce Type: replace Abstract: We revisit the problem of estimating $k$ linear regressors with self-selection bias in $d$ dimensions with the maximum selection criterion, as introduced by Cherapanamjeri, Daskalakis, Ilyas, and Zampetakis [CDIZ23, STOC'23]. Our main result is a…

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  1. 2026-09-14 04:00 · arXiv stat.ML
    Can SGD Select Good Fishermen? Local Convergence under Self-Selection Biases

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