The 5th Asian Conference on Machine Learning (ACML2013) will be held on 13-15 November 2013, at the Australian National University, Canberra, Australia. 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.