Volker Roth
Volker Roth
Associate Professor of Computer Science, University of Basel
Adresse e-mail validée de unibas.ch - Page d'accueil
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Stability-based validation of clustering solutions
T Lange, V Roth, ML Braun, JM Buhmann
Neural computation 16 (6), 1299-1323, 2004
5442004
Second messenger-mediated adjustment of bacterial swimming velocity
A Boehm, M Kaiser, H Li, C Spangler, CA Kasper, M Ackermann, ...
Cell 141 (1), 107-116, 2010
4282010
Nonlinear discriminant analysis using kernel functions
V Roth, V Steinhage
Advances in neural information processing systems, 1999, 568--574, 1999
3611999
Interferon-induced gene expression is a stronger predictor of treatment response than IL28B genotype in patients with hepatitis C
MT Dill, FHT Duong, JE Vogt, S Bibert, PY Bochud, L Terracciano, ...
Gastroenterology 140 (3), 1021-1031. e10, 2011
2902011
The generalized LASSO
V Roth
IEEE transactions on neural networks 15 (1), 16-28, 2004
2842004
Challenges and opportunities in estimating viral genetic diversity from next-generation sequencing data
N Beerenwinkel, HF Günthard, V Roth, KJ Metzner
Frontiers in microbiology 3, 329, 2012
2302012
Optimal cluster preserving embedding of nonmetric proximity data
V Roth, J Laub, M Kawanabe, JM Buhmann
IEEE Transactions on Pattern Analysis and Machine Intelligence 25 (12), 1540 …, 2003
2282003
The group-lasso for generalized linear models: uniqueness of solutions and efficient algorithms
V Roth, B Fischer
Proceedings of the 25th international conference on Machine learning, 848-855, 2008
2162008
NovoHMM: a hidden Markov model for de novo peptide sequencing
B Fischer, V Roth, F Roos, J Grossmann, S Baginsky, P Widmayer, ...
Analytical chemistry 77 (22), 7265-7273, 2005
1942005
A resampling approach to cluster validation
V Roth, T Lange, M Braun, J Buhmann
Compstat, 123-128, 2002
1792002
Feature selection in clustering problems
V Roth, T Lange
Advances in neural information processing systems 16, 473-480, 2003
1762003
Stability-based model selection
T Lange, M Braun, V Roth, J Buhmann
Advances in neural information processing systems 15, 633-642, 2002
1422002
Beyond sparsity: Tree regularization of deep models for interpretability
M Wu, M Hughes, S Parbhoo, M Zazzi, V Roth, F Doshi-Velez
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
1312018
Deep sequencing of a genetically heterogeneous sample: local haplotype reconstruction and read error correction
O Zagordi, L Geyrhofer, V Roth, N Beerenwinkel
Journal of computational biology 17 (3), 417-428, 2010
1292010
Probabilistic inference of viral quasispecies subject to recombination
A Töpfer, O Zagordi, S Prabhakaran, V Roth, E Halperin, N Beerenwinkel
Journal of Computational Biology 20 (2), 113-123, 2013
1192013
Kernel fisher discriminants for outlier detection
V Roth
Neural computation 18 (4), 942-960, 2006
1192006
Full-length haplotype reconstruction to infer the structure of heterogeneous virus populations
FD Giallonardo, A Töpfer, M Rey, S Prabhakaran, Y Duport, C Leemann, ...
Nucleic acids research 42 (14), e115-e115, 2014
1122014
Clustering with the connectivity kernel
B Fischer, V Roth, JM Buhmann
Advances in neural information processing systems 16, 89-96, 2004
1042004
Probabilistic discriminative kernel classifiers for multi-class problems
V Roth
Joint pattern recognition symposium, 246-253, 2001
972001
The Bayesian group-lasso for analyzing contingency tables
S Raman, TJ Fuchs, PJ Wild, E Dahl, V Roth
Proceedings of the 26th annual international conference on machine learning …, 2009
952009
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