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  1. Why Does Large Batch Training Result in Poor Generalization? A Comprehensive Explanation and a Better Strategy from the Viewpoint of Stochastic Optimization

    Article • Neural Computation, July 2018, The MIT Press

    Tomoumi Takase, Satoshi Oyama

  2. Multi-Emotion Estimation in Narratives from Crowdsourced Annotations

    Article • June 2015, ACM (Association for Computing Machinery)

    Tomoumi Takase, Satoshi Oyama