Sören Sonnenburg
8 papers · 2006–2011 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🗺️ Taxonomy Completionist (20) 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🌱
Topic Pioneer
🌟
Keyword Trendsetter Combo
(3)
🏆
Keyword Champion
(2)
🧭
Keyword Pioneer
🚀
Conference Pioneer
📈
Trend Setter
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(7)
Core Methods
(7)
Learning Types
(4)
Optimization & Theory
(3)
Computer Science
(2)
Healthcare & Medicine
(2)
Interdisciplinary
(2)
Research
(2)
Science
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Application Areas
(1)
Applications
(1)
Foundations
(1)
Keywords
support vector machine
(5)
multiple kernel learning
(4)
kernel methods
(3)
computational biology
(2)
lp-norm optimization
(2)
model selection
(2)
convex optimization
(2)
feature selection
(1)
large-scale learning
(1)
sequence labeling
(1)
gene structure prediction
(1)
linear discriminant analysis
(1)
structured output prediction
(1)
sequence segmentation
(1)
hidden semi-markov model
(1)
kernel combination
(1)
suffix trees
(1)
structured output
(1)
structured output learning
(1)
optimization
(1)
Papers
Hierarchical Multitask Structured Output Learning for Large-scale Sequence Segmentation
NeurIPS 2011
-Norm Multiple Kernel Learning
JMLR 2011
The SHOGUN Machine Learning Toolbox
JMLR 2010
Efficient and Accurate Lp-Norm Multiple Kernel Learning
NeurIPS 2009
The Need for Open Source Software in Machine Learning
JMLR 2007
Computation of Similarity Measures for Sequential Data using Generalized Suffix Trees
NeurIPS 2006
Large Scale Hidden Semi-Markov SVMs
NeurIPS 2006
Large Scale Multiple Kernel Learning
JMLR 2006