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Updated: Jun 9, 2025

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机器学习最佳运输的最新进展

Eduardo Fernandes Montesuma, Fred Ngole Mboula, Antoine Souloumiac

    IEEE transactions on pattern analysis and machine intelligence
    |October 31, 2024
    PubMed
    概括

    最佳运输 (OT) 为机器学习提供了强大的概率框架,增强了诸如生成建模等任务. 这项调查涵盖了OTOT.

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    Mechanistic models play a crucial role in algorithms for numerical problem-solving, particularly in nonlinear mixed effects modeling (NMEM). These models aim to minimize specific objective functions by evaluating various parameter estimates, leading to the development of systematic algorithms. In some cases, linearization techniques approximate the model using linear equations.
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