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All publications by Volker Roth
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Sparse meta-Gaussian information bottleneck
Melani Rey, Volker Roth and Thomas Fuchs
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Distance-Based Network Recovery under Feature Correlation
David Adametz and Volker Roth
Advances in Neural Information Processing Systems 27, 2014


Meta-Gaussian Information Bottleneck
Melanie Rey and Volker Roth
Advances in Neural Information Processing Systems 25, 2012


A Complete Analysis of the l_1,p Group-Lasso
Volker Roth and Julia E. Vogt
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Copula Mixture Model for Dependency-seeking Clustering
Melanie Rey and Volker Roth
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Bayesian Partitioning of Large-Scale Distance Data
David Adametz and Volker Roth
Advances in Neural Information Processing Systems 24, 2011


The Translation-invariant Wishart-Dirichlet Process for Clustering Distance Data
Julia E. Vogt, Sandhya Prabhakaran, Thomas J. Fuchs and Volker Roth
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


The Bayesian group-Lasso for analyzing contingency tables
Sudhir Raman, Thomas J. Fuchs, Peter J. Wild, Edgar Dahl and Volker Roth
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


The Group-Lasso for generalized linear models: uniqueness of solutions and efficient algorithms
Volker Roth and Bernd Fischer
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


A Hidden Markov Model for de Novo Peptide Sequencing
Bernd Fischer, Volker Roth, Jonas Grossmann, Sacha Baginsky, Wilhelm Gruissem, Franz Roos, Peter Widmayer and Joachim M. Buhmann
Advances in Neural Information Processing Systems 17, 2004


Outlier Detection with One-class Kernel Fisher Discriminants
Volker Roth
Advances in Neural Information Processing Systems 17, 2004


Feature Selection in Clustering Problems
Volker Roth and Tilman Lange
Advances in Neural Information Processing Systems 16, 2003


Clustering with the Connectivity Kernel
Bernd Fischer, Volker Roth and Joachim M. Buhmann
Advances in Neural Information Processing Systems 16, 2003


Going Metric: Denoising Pairwise Data
Volker Roth, Julian Laub, Klaus-robert Müller and Joachim M. Buhmann
Advances in Neural Information Processing Systems 15, 2002


Stability-Based Model Selection
Tilman Lange, Mikio L. Braun, Volker Roth and Joachim M. Buhmann
Advances in Neural Information Processing Systems 15, 2002