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The 11th Asian Conference on Machine Learning (ACML 2019) will take place on November 17 - 19, 2019 at WINC AICHI, Nagoya, Japan. The conference aims to provide a leading international forum for researchers in machine learning and related fields to share their new ideas, progress and achievements. Submissions from regions other than the Asia-Pacific are also highly encouraged.