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An Oracle Inequality for Clipped Regularized Risk Minimizers.NIPS, page 1321-1328. MIT Press, (2006)How SVMs can estimate quantiles and the median.NIPS, page 305-312. Curran Associates, Inc., (2007)Exploring chemical and conformational spaces by batch mode deep active learningDigital Discovery, (2022)Sobolev norm learning rates for regularized least-squares algorithmarXiv e-prints, (May 2019)Convergence types and rates in generic Karhunen-Loève expansions with applications to sample path propertiesPotential analysis, 49 (1):
1-35 (2018)Universal kernels on non-standard input spacesAdvances in neural information processing systems 23 : 24th Annual Conference on Neural Information Processing Systems 2010, 1, page 406-414. Red Hook, NY, Curran, (2011)Translation invariant maps on function spaces over locally compact groupsJournal of Mathematical Analysis and Applications, 470 (2):
795-820 (2019)A Framework and Benchmark for Deep Batch Active Learning for RegressionarXiv:2203.09410, (2022)Published version: https://puma.ub.uni-stuttgart.de/bibtex/2b0f9ad1f3ecff99b5bc2348d86175770/simtech.Using support vector machines for anomalous change detection2010 IEEE International Geoscience and Remote Sensing Symposium, 5, page 3732-3735. Piscataway, NJ, IEEE, (2010)Robust learning from bites for data miningComputational statistics & data analysis, 52 (1):