Smola, Alexander

8 publications

ICML 2018 Detecting and Correcting for Label Shift with Black Box Predictors Zachary Lipton, Yu-Xiang Wang, Alexander Smola

ICML 2013 Fastfood - Computing Hilbert Space Expansions in Loglinear Time Quoc Le, Tamas Sarlos, Alexander Smola

ICML 2013 Nested Chinese Restaurant Franchise Process: Applications to User Tracking and Document Modeling Amr Ahmed, Liangjie Hong, Alexander Smola

JMLR 2012 A Kernel Two-Sample Test Arthur Gretton, Karsten M. Borgwardt, Malte J. Rasch, Bernhard Schölkopf, Alexander Smola

AISTATS 2011 Linear-Time Estimators for Propensity Scores Deepak Agarwal, Lihong Li, Alexander Smola

JMLR 2007 The Need for Open Source Software in Machine Learning Sören Sonnenburg, Mikio L. Braun, Cheng Soon Ong, Samy Bengio, Leon Bottou, Geoffrey Holmes, Yann LeCun, Klaus-Robert Müller, Fernando Pereira, Carl Edward Rasmussen, Gunnar Rätsch, Bernhard Schölkopf, Alexander Smola, Pascal Vincent, Jason Weston, Robert Williamson

AISTATS 2005 Kernel Constrained Covariance for Dependence Measurement Arthur Gretton, Alexander Smola, Olivier Bousquet, Ralf Herbrich, Andrei Belitski, Mark Augath, Yusuke Murayama, Jon Pauls, Bernhard Schölkopf, Nikos Logothetis

JMLR 2005 Kernel Methods for Measuring Independence Arthur Gretton, Ralf Herbrich, Alexander Smola, Olivier Bousquet, Bernhard Schölkopf