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ECML
2006
Springer
15 years 4 months ago
Pertinent Background Knowledge for Learning Protein Grammars
Christopher H. Bryant, Daniel Fredouille, Alex Wil...
ML
2010
ACM
15 years 1 months ago
A theory of learning from different domains
Shai Ben-David, John Blitzer, Koby Crammer, Alex K...
150
Voted
JMLR
2012
13 years 5 months ago
Sparse Additive Machine
We develop a high dimensional nonparametric classification method named sparse additive machine (SAM), which can be viewed as a functional version of support vector machine (SVM)...
Tuo Zhao, Han Liu
163
Voted
ATAL
2007
Springer
15 years 8 months ago
A framework for agent-based distributed machine learning and data mining
This paper proposes a framework for agent-based distributed machine learning and data mining based on (i) the exchange of meta-level descriptions of individual learning processes ...
Jan Tozicka, Michael Rovatsos, Michal Pechoucek