1. Engineering fast multilevel support vector machines

   • Ehsan Sadrfaridpour
   • Talayeh Razzaghi
   • Ilya Safro

   OriginalPaper 09 May 2019 Pages: 1879 - 1917

   

2. Asymptotically optimal algorithms for budgeted multiple play bandits

   • Alex Luedtke
   • Emilie Kaufmann
   • Antoine Chambaz

   OriginalPaper 16 May 2019 Pages: 1919 - 1949

   

3. Boosting as a kernel-based method

   • Aleksandr Y. Aravkin
   • Giulio Bottegal
   • Gianluigi Pillonetto

   OriginalPaper 17 May 2019 Pages: 1951 - 1974

   

4. Risk bound of transfer learning using parametric feature mapping and its application to sparse coding

   • Wataru Kumagai
   • Takafumi Kanamori

   OriginalPaper Open access 20 May 2019 Pages: 1975 - 2008

   

5. A distributed feature selection scheme with partial information sharing

   • Aida Brankovic
   • Luigi Piroddi

   OriginalPaper 21 May 2019 Pages: 2009 - 2034