 | 2012 |
| 16 |  | Emile Richard,
Andreas Argyriou,
Theodoros Evgeniou,
Nicolas Vayatis:
A Regularization Approach for Prediction of Edges and Node Features in Dynamic Graphs
CoRR abs/1203.5438: (2012) |
| 15 |  | Andreas Argyriou,
Rina Foygel,
Nathan Srebro:
Sparse Prediction with the k-Overlap Norm
CoRR abs/1204.5043: (2012) |
| 14 |  | Luca Baldassarre,
Jean Morales,
Andreas Argyriou,
Massimiliano Pontil:
A General Framework for Structured Sparsity via Proximal Optimization.
Journal of Machine Learning Research - Proceedings Track 22: 82-90 (2012) |
| 13 |  | Bernardino Romera-Paredes,
Andreas Argyriou,
Nadia Berthouze,
Massimiliano Pontil:
Exploiting Unrelated Tasks in Multi-Task Learning.
Journal of Machine Learning Research - Proceedings Track 22: 951-959 (2012) |
| 2011 |
| 12 |  | Andreas Argyriou,
Charles A. Micchelli,
Massimiliano Pontil,
Lixin Shen,
Yuesheng Xu:
Efficient First Order Methods for Linear Composite Regularizers
CoRR abs/1104.1436: (2011) |
| 11 |  | Andreas Argyriou,
Luca Baldassarre,
Jean Morales,
Massimiliano Pontil:
A General Framework for Structured Sparsity via Proximal Optimization
CoRR abs/1106.5236: (2011) |
| 2010 |
| 10 |  | Andreas Argyriou,
Charles A. Micchelli,
Massimiliano Pontil:
On Spectral Learning.
Journal of Machine Learning Research 11: 935-953 (2010) |
| 2009 |
| 9 |  | Andreas Argyriou,
Charles A. Micchelli,
Massimiliano Pontil:
When Is There a Representer Theorem? Vector Versus Matrix Regularizers.
Journal of Machine Learning Research 10: 2507-2529 (2009) |
| 2008 |
| 8 |  | Andreas Argyriou,
Andreas Maurer,
Massimiliano Pontil:
An Algorithm for Transfer Learning in a Heterogeneous Environment.
ECML/PKDD (1) 2008: 71-85 |
| 7 |  | Andreas Argyriou,
Charles A. Micchelli,
Massimiliano Pontil:
When is there a representer theorem? Vector versus matrix regularizers
CoRR abs/0809.1590: (2008) |
| 6 |  | Andreas Argyriou,
Theodoros Evgeniou,
Massimiliano Pontil:
Convex multi-task feature learning.
Machine Learning 73(3): 243-272 (2008) |
| 2007 |
| 5 |  | Andreas Argyriou,
Charles A. Micchelli,
Massimiliano Pontil,
Yiming Ying:
A Spectral Regularization Framework for Multi-Task Structure Learning.
NIPS 2007 |
| 2006 |
| 4 |  | Andreas Argyriou,
Raphael Hauser,
Charles A. Micchelli,
Massimiliano Pontil:
A DC-programming algorithm for kernel selection.
ICML 2006: 41-48 |
| 3 |  | Andreas Argyriou,
Theodoros Evgeniou,
Massimiliano Pontil:
Multi-Task Feature Learning.
NIPS 2006: 41-48 |
| 2005 |
| 2 |  | Andreas Argyriou,
Charles A. Micchelli,
Massimiliano Pontil:
Learning Convex Combinations of Continuously Parameterized Basic Kernels.
COLT 2005: 338-352 |
| 1 |  | Andreas Argyriou,
Mark Herbster,
Massimiliano Pontil:
Combining Graph Laplacians for Semi-Supervised Learning.
NIPS 2005 |