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Distributed Machine Learning |
- E. Sparks, A. Talwalkar, V. Smith, J. Kottalam, X. Pan, J. Gonzalez, J. Gonzalez, M. Franklin, M. I. Jordan, T. Kraska. MLI: An API for Distributed Machine Learning. In International Conference on Data Mining, 2013. (pdf)
- T. Kraska, A. Talwalkar, J.Duchi, R. Griffith, M. Franklin, M.I. Jordan. MLbase: A Distributed Machine Learning System. In Conference on Innovative Data Systems Research , 2013. (pdf)
- A. Talwalkar, T. Kraska, R. Griffith, J. Duchi, J. Gonzalez, D. Britz, X. Pan, V. Smith, E. Sparks, A. Wibisono, M. J. Franklin, M. I. Jordan. MLbase: A Distributed Machine Learning Wrapper. In Big Learning Workshop at NIPS, 2012. (pdf)