Alex Smola - Principal Scientist

Research Area: Machine Learning
Location: Yahoo! Research Southern California

Profile

I studied physics in Munich at the University of Technology, Munich, at the Universita degli Studi di Pavia and at AT&T Research in Holmdel. During this time I was at the Maximilianeum München and the Collegio Ghislieri in Pavia. In 1996 I received the Master degree at the University of Technology, Munich and in 1998 the Doctoral Degree in computer science at the University of Technology Berlin. Until 1999 I was a researcher at the IDA Group of the GMD Institute for Software Engineering and Computer Architecture in Berlin (now part of the Fraunhofer Geselschaft). After that, I worked as a Researcher and Group Leader at the Research School for Information Sciences and Engineering of the Australian National University. From 2004 until 2008 I worked as a Senior Principal Researcher and Program Leader at the Statistical Machine Learning Program at NICTA. Since 2008 I am with Yahoo! Research working on Machine Learning Problems.

Recent Publications, Projects and News

  • Yahoo! Labs Wins Best Paper Awards at USENIX ATC and ICML - Conference season is now in full swing, and Yahoo! Labs is kicking things off with two best paper award wins.
  • The Large-Scale Machine Learning Workshop at NIPS - We are at the cusp of a new paradigm change: multi-core processing, which comes about when processor speeds are no longer increasing. Instead, the number of cores per computer is growing steadily every year.