Alexander J. Smola
Amazon (United States)(US)Amazon (Germany)(DE)
Publications by Year
Research Areas
Neural Networks and Applications, Machine Learning and Data Classification, Recommender Systems and Techniques, Topic Modeling, Face and Expression Recognition
Most-Cited Works
- → Learning with Kernels(2001)9,480 cited
- → Nonlinear Component Analysis as a Kernel Eigenvalue Problem(1998)8,014 cited
- → Advances in kernel methods: support vector learning(1999)5,815 cited
- → A kernel two-sample test(2012)2,228 cited
- → A Kernel Method for the Two-Sample-Problem(2007)1,907 cited
- → Kernel principal component analysis(1997)1,906 cited
- → Correcting Sample Selection Bias by Unlabeled Data(2007)1,546 cited