Publications

I. Steinwart, B.K. Sriperumbudur, and P. Thomann. Adaptive Clustering Using Kernel Density Estimators. 2017. [PUMA: cluster from:ingosteinwart]

I. Steinwart. Adaptive Density Level Set Clustering. In S. Kakade, and U. von Luxburg (Eds.), JMLR Workshop and Conference Proceedings Volume 19: Proceedings of the 24th Conference on Learning Theory 2011, 703--738, 2011. [PUMA: cluster from:ingosteinwart]

B.K. Sriperumbudur, and I. Steinwart. Consistency and Rates for Clustering with DBSCAN. In N. Lawrence, and M. Girolami (Eds.), JMLR Workshop and Conference Proceedings Volume 22: Proceedings of the 15th International Conference on Artificial Intelligence and Statistics 2012, 1090-1098, 2012. [PUMA: cluster from:ingosteinwart]

I. Steinwart. Fully Adaptive Density-Based Clustering. Ann. Statist., (43):2132--2167, 2015. [PUMA: cluster from:ingosteinwart]

I. Steinwart. Supplement A to ``Fully Adaptive Density-Based Clustering''. 2013-0162015. [PUMA: cluster from:ingosteinwart]

I. Steinwart. Supplement A to ``Fully Adaptive Density-Based Clustering''. 2013-0162013. [PUMA: cluster from:ingosteinwart]

I. Steinwart. Supplement B to ``Fully Adaptive Density-Based Clustering''. 2015. [PUMA: cluster from:ingosteinwart]

I. Steinwart. Supplement B to ``Fully Adaptive Density-Based Clustering''. 2013. [PUMA: cluster from:ingosteinwart]

P. Thomann, I. Steinwart, and N. Schmid. Towards an Axiomatic Approach to Hierarchical Clustering of Measures. J. Mach. Learn. Res., (16):1949--2002, 2015. [PUMA: cluster from:ingosteinwart]