Persistent homology applied to fingerprint ridges produces multi-scale summaries that carry substantial identity information and enable effective verification outperforming pixel geometry baselines.
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rush introduces a shared-state coordination layer for asynchronous distributed iterative algorithms in R via Redis, with integration to mlr3 and a demonstration on decentralized Bayesian optimization for LightGBM tuning across four datasets with 448 workers.
Multiverse analysis of three published CSS studies reveals substantial variation in findings across methodological decision combinations and identifies cases of computational failure not reported in originals.
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Topological summaries of fingerprint ridge patterns carry identity information
Persistent homology applied to fingerprint ridges produces multi-scale summaries that carry substantial identity information and enable effective verification outperforming pixel geometry baselines.
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rush: Scalable Asynchronous Distributed Computing via Shared State in R
rush introduces a shared-state coordination layer for asynchronous distributed iterative algorithms in R via Redis, with integration to mlr3 and a demonstration on decentralized Bayesian optimization for LightGBM tuning across four datasets with 448 workers.
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Making Uncertainty Visible: Multiverse Analysis for Robust Computational Social Science
Multiverse analysis of three published CSS studies reveals substantial variation in findings across methodological decision combinations and identifies cases of computational failure not reported in originals.