Publications

Ingo Steinwart, and Marian Anghel. Consistency of support vector machines for forecasting the evolution of an unknown ergodic dynamical system from observations with unknown noise. The annals of statistics, (37)2:841-875, Institute of Mathematical Statistics, 2009. [PUMA: fis liste oa ubs_10008 ubs_20013 ubs_30126 ubs_40202]

Ingo Steinwart, and Andreas Christmann. Fast learning from non-i.i.d. observations. In Yoshua Bengio, Dale Schuurmans, John Lafferty, Chris Williams, and Aron Culotta (Eds.), Advances in neural information processing systems 22 : 23rd Annual Conference on Neural Information Processing Systems 2009, (3):1768-1776, Curran, Red Hook, NY, 2010. [PUMA: fis liste oa ubs_10008 ubs_20013 ubs_30126 ubs_40202] URL

Ingo Steinwart. Two oracle inequalities for regularized boosting classifiers. Statistics and its interface, (2)3:271-284, International Press, 2009. [PUMA: fis liste oa ubs_10008 ubs_20013 ubs_30126 ubs_40202]