Machine Learning
The Journal of Machine Learning Research
Sparse Multinomial Logistic Regression: Fast Algorithms and Generalization Bounds
IEEE Transactions on Pattern Analysis and Machine Intelligence
PAC-Bayes risk bounds for sample-compressed Gibbs classifiers
ICML '05 Proceedings of the 22nd international conference on Machine learning
Adaptive simplification of solution for support vector machine
Pattern Recognition
Applications of regularized least squares to pattern classification
Theoretical Computer Science
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
On the sparseness of 1-norm support vector machines
Neural Networks
A hybrid optimization strategy for simplifying the solutions of support vector machines
Pattern Recognition Letters
Sparse ensembles using weighted combination methods based on linear programming
Pattern Recognition
Base vector selection for kernel matching pursuit
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Margin-sparsity trade-off for the set covering machine
ECML'05 Proceedings of the 16th European conference on Machine Learning
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