Iterative proportional fitting
PulseAugur coverage of Iterative proportional fitting — every cluster mentioning Iterative proportional fitting across labs, papers, and developer communities, ranked by signal.
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New method models stochastic dynamics without data samples
Researchers have developed a novel method for modeling Schrödinger bridges, which are stochastic dynamical systems that connect two probability distributions. This new approach, termed data-to-energy IPF, allows for the…
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New analysis details Sinkhorn-Knopp algorithm's local convergence
Researchers have published a new analysis of the Sinkhorn-Knopp (SK) algorithm, focusing on its local convergence properties. The study provides the first nonasymptotic local analysis that matches existing asymptotic Ja…
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New method generates transparent and private synthetic data
This paper introduces a novel method for generating synthetic data that offers enhanced transparency and data privacy. The approach ensures users understand which original data relationships are preserved in the synthet…