ICML-Dataset Dynamics via Gradient Flows in Probability Space

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Dataset Dynamics via Gradient Flows in Probability Space

                       David Alvarez-Melis 1 Nicolo Fusi 1

              Abstract                2019), dataset pooling, or instance mixing (Zhang et al.,
    Various machine learning tasks, from generative      2018). On the other hand —and our principal motivation in
    modeling to domain adaptation, revolve around       this work— is the potential of such a framework to tackle
    the concept of dataset transformation and manip-     ...

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关键词：Probability Dynamics bability gradient dataset