Random team assignments in a professional firm reveal that indirect ties strongly increase new direct tie formation, while effects of degree and local density are smaller and less robust.
arXiv preprint arXiv:2101.09855 , title =
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In the small gap regime, Thompson sampling and a broad class of sampling-based algorithms converge weakly to identical SDE limits, making regret performance insensitive to likelihood misspecification.
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Causal inference for social network formation
Random team assignments in a professional firm reveal that indirect ties strongly increase new direct tie formation, while effects of degree and local density are smaller and less robust.
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Diffusion Approximations for Thompson Sampling in the Small Gap Regime
In the small gap regime, Thompson sampling and a broad class of sampling-based algorithms converge weakly to identical SDE limits, making regret performance insensitive to likelihood misspecification.