Tag data analysis

SDM’12 Best Paper

Congratulations to Dongryeol Lee (advisor: Alex Gray) on winning the Best Paper Award at SIAM Data Mining 2012! This paper describes a hybrid distributed/shared memory implementation of kernel summations for high-dimensional data.

  • Dongryeol Lee, Richard Vuduc, Alexander G. Gray. “A distributed kernel summation framework for general-dimension machine learning.” In Proc. SIAM Int’l. Conf. Data Mining, Anaheim, CA, USA, April 2012. Winner, Best Paper. [PDF]