The 2nd Asian Conference on Machine Learning (ACML2010) will be held on November 8-10, 2010, at Tokyo Institute of Technology (Tokyo Tech) in Tokyo, Japan. The conference aims at providing a leading international forum for researchers in machine learning and related fields to share their new ideas and achievements. Submissions from other than the Asia-Pacific regions are also highly encouraged. Th