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| 2012 | ||
|---|---|---|
| 17 | Andreas Maurer, Massimiliano Pontil: Structured Sparsity and Generalization. Journal of Machine Learning Research 13: 671-690 (2012) | |
| 2011 | ||
| 16 | Andreas Maurer, Massimiliano Pontil: Structured Sparsity and Generalization CoRR abs/1108.3476: (2011) | |
| 2009 | ||
| 15 | Andreas Maurer, Massimiliano Pontil: Empirical Bernstein Bounds and Sample-Variance Penalization. COLT 2009 | |
| 14 | Andreas Maurer: Transfer bounds for linear feature learning. Machine Learning 75(3): 327-350 (2009) | |
| 2008 | ||
| 13 | Andreas Maurer, Massimiliano Pontil: A Uniform Lower Error Bound for Half-Space Learning. ALT 2008: 70-78 | |
| 12 | Andreas Maurer, Massimiliano Pontil: Generalization Bounds for K-Dimensional Coding Schemes in Hilbert Spaces. ALT 2008: 79-91 | |
| 11 | Andreas Argyriou, Andreas Maurer, Massimiliano Pontil: An Algorithm for Transfer Learning in a Heterogeneous Environment. ECML/PKDD (1) 2008: 71-85 | |
| 10 | Andreas Maurer: An optimization problem on the sphere CoRR abs/0805.2362: (2008) | |
| 9 | Andreas Maurer: Learning Similarity with Operator-valued Large-margin Classifiers. Journal of Machine Learning Research 9: 1049-1082 (2008) | |
| 8 | Andreas Maurer: Unsupervised slow subspace-learning from stationary processes. Theor. Comput. Sci. 405(3): 237-255 (2008) | |
| 2006 | ||
| 7 | Andreas Maurer: Unsupervised Slow Subspace-Learning from Stationary Processes. ALT 2006: 363-377 | |
| 6 | Andreas Maurer: The Rademacher Complexity of Linear Transformation Classes. COLT 2006: 65-78 | |
| 5 | Andreas Maurer: Bounds for Linear Multi-Task Learning. Journal of Machine Learning Research 7: 117-139 (2006) | |
| 4 | Andreas Maurer: Concentration inequalities for functions of independent variables. Random Struct. Algorithms 29(2): 121-138 (2006) | |
| 2005 | ||
| 3 | Andreas Maurer: Generalization Bounds for Subspace Selection and Hyperbolic PCA. SLSFS 2005: 185-197 | |
| 2 | Andreas Maurer: Algorithmic Stability and Meta-Learning. Journal of Machine Learning Research 6: 967-994 (2005) | |
| 2004 | ||
| 1 | Andreas Maurer: A Note on the PAC Bayesian Theorem CoRR cs.LG/0411099: (2004) | |
| 1 | Andreas Argyriou | [11] |
| 2 | Massimiliano Pontil | [11] [12] [13] [15] [16] [17] |
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