I am currently a postdoc at the Machine Learning / Intelligent Data Analysis Group at the Berlin Institute of Technology in Berlin. I have been working in the IDA group at the Fraunhofer Institute FIRST and the Friedrich Miescher Laboratory of the Max Planck Society in Tübingen.
I am intrigued by sequence based machine learning methods involving large data sets and have developed several machine learning methods for bioinformatics applications such as splice site recognition, promoter detection and gene finding. I also worked on microarray analysis and motif discovery.
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lecture
Large Scale Learning with String Kernels
as author at NIPS Workshop on Efficient Machine Learning, Whistler 2007,
8837 views
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lecture
Shogun
as author at 27th International Conference on Machine Learning (ICML), Haifa 2010,
4316 views
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lecture
The next steps after UCI - mldata.org
as author at 27th International Conference on Machine Learning (ICML), Haifa 2010,
4305 views
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lecture
Machine learning open source software
as author at Pascal Symposium meeting, Bled 2008,
4647 views
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lecture
Learning interpretable SVMs for biological sequence classification
as author at Workshop on Machine Learning, SVM and Large Scale Optimization, Thurnau 2005,
4628 views
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introduction
Introduction and overwiew of the Machine Learning Open Source Software workshop
as author at NIPS Workshop on Machine Learning Open Source Software, Whistler 2008,
4088 views
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debate
Exchanging Software and Data
as author at 27th International Conference on Machine Learning (ICML), Haifa 2010,
3635 views
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opening
Welcome and Overview of the Workshop on Machine Learning Open Source
as author at 27th International Conference on Machine Learning (ICML), Haifa 2010,
together with:
Mikio Braun,
3533 views
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lecture
Large Scale Genomic Sequence Support Vector Machines
as author at NIPS Workshop on Kernel Methods and Structured Domains / NIPS Workshop on Large Scale Kernel Machines, Whistler 2005,
4323 views
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lecture
Interior Point SVM
as author at Workshops,
3848 views
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debate
Reproducible research
as author at 27th International Conference on Machine Learning (ICML), Haifa 2010,
together with:
Mikio Braun,
3259 views
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lecture
Large Scale Learning - Challenge
as author at Workshops,
together with:
Vojtech Franc,
3696 views
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lecture
Learning with Millions of Examples and Dimensions - Competition proposal
as author at NIPS Workshop on Efficient Machine Learning, Whistler 2007,
3682 views
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lecture
Large Scale Learning - Challenge: Discussion and Summary
as author at Workshops,
3235 views
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lecture
Challenge with Large Scale Problems
as author at Pascal Symposium meeting, Bled 2008,
3242 views
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debate
Reproducible research
as author at NIPS Workshop on Machine Learning Open Source Software, Whistler 2008,
together with:
Mikio Braun,
Cheng Soon Ong,
3027 views
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Springer,
