Sören Sonnenburg
8 papers · 2006–2011 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🌈 Renaissance Researcher (5) 🧭 Keyword Pioneer 🏃 Academic Marathon (5)
🧭
Keyword Pioneer
🌍
Conference Polyglot
(2)
🏃
Academic Marathon
(5)
🌟
Keyword Trendsetter Combo
(3)
🏆
Keyword Champion
📈
Trend Setter
🚀
Conference Pioneer
Conferences
JMLR (4)
NIPS (4)
Top co-authors
Keywords
support vector machine
(5)
multiple kernel learning
(4)
kernel methods
(3)
lp-norm optimization
(2)
model selection
(2)
computational biology
(2)
sequential data
(1)
suffix trees
(1)
hidden semi-markov model
(1)
gene structure prediction
(1)
large-scale learning
(1)
linear discriminant analysis
(1)
structured output prediction
(1)
structured output
(1)
lp-norm
(1)
sequence segmentation
(1)
multitask structured learning
(1)
hierarchical regularization
(1)
gene finding
(1)
hidden markov model
(1)
Papers
-Norm Multiple Kernel Learning
JMLR 2011
Hierarchical Multitask Structured Output Learning for Large-scale Sequence Segmentation
NIPS 2011
The SHOGUN Machine Learning Toolbox
JMLR 2010
Efficient and Accurate Lp-Norm Multiple Kernel Learning
NIPS 2009
The Need for Open Source Software in Machine Learning
JMLR 2007
Large Scale Multiple Kernel Learning
JMLR 2006
Large Scale Hidden Semi-Markov SVMs
NIPS 2006
Computation of Similarity Measures for Sequential Data using Generalized Suffix Trees
NIPS 2006