Andreas Argyriou
Andreas Argyriou
Microsoft UK
Verified email at alum.mit.edu - Homepage
TitleCited byYear
Convex multi-task feature learning
A Argyriou, T Evgeniou, M Pontil
Machine Learning 73 (3), 243-272, 2008
11782008
Multi-task feature learning
A Argyriou, T Evgeniou, M Pontil
Advances in Neural Information Processing Systems 19: Proceedings of the …, 2007
11062007
A Spectral Regularization Framework for Multi-Task Structure Learning.
A Argyriou, CA Micchelli, M Pontil, Y Ying
Advances in Neural Information Processing Systems, 2007
245*2007
Combining graph Laplacians for semi--supervised learning
A Argyriou, M Herbster, M Pontil
Advances in Neural Information Processing Systems, 67-74, 2006
1522006
A DC-programming algorithm for kernel selection
A Argyriou, R Hauser, CA Micchelli, M Pontil
Proceedings of the 23rd international conference on Machine learning, 41-48, 2006
1252006
Learning convex combinations of continuously parameterized basic kernels
A Argyriou, CA Micchelli, M Pontil
International Conference on Computational Learning Theory, 338-352, 2005
1222005
When is there a representer theorem? Vector versus matrix regularizers
A Argyriou, CA Micchelli, M Pontil
Journal of Machine Learning Research 10 (Nov), 2507-2529, 2009
1112009
Sparse Prediction with the k-Support Norm
A Argyriou, R Foygel, N Srebro
Advances in Neural Information Processing Systems 2012, 2012
1092012
Exploiting Unrelated Tasks in Multi-Task Learning
BR Paredes, A Argyriou, N Berthouze, M Pontil
Fifteenth International Conference on Artificial Intelligence and Statistics …, 2012
862012
An algorithm for transfer learning in a heterogeneous environment
A Argyriou, A Maurer, M Pontil
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2008
792008
On spectral learning
A Argyriou, CA Micchelli, M Pontil
Journal of Machine Learning Research 11 (Feb), 935-953, 2010
462010
Efficient first order methods for linear composite regularizers
A Argyriou, CA Micchelli, M Pontil, L Shen, Y Xu
arXiv preprint arXiv:1104.1436, 2011
402011
Prisma: Proximal iterative smoothing algorithm
F Orabona, A Argyriou, N Srebro
arXiv preprint arXiv:1206.2372, 2012
352012
Regularization, optimization, kernels, and support vector machines
JAK Suykens, M Signoretto, A Argyriou
CRC Press, 2014
182014
Hybrid conditional gradient-smoothing algorithms with applications to sparse and low rank regularization
A Argyriou, M Signoretto, J Suykens
Regularization, Optimization, Kernels, and Support Vector Machines, 53-82, 2014
162014
A general framework for structured sparsity via proximal optimization
L Baldassarre, J Morales, A Argyriou, M Pontil
Artificial Intelligence and Statistics, 82-90, 2012
152012
A unifying view of representer theorems
A Argyriou, F Dinuzzo
International Conference on Machine Learning, 748-756, 2014
132014
Learning the graph of relations among multiple tasks
A Argyriou, S Clémençon, R Zhang
132013
Convex relaxations of penalties for sparse correlated variables with bounded total variation
E Belilovsky, A Argyriou, G Varoquaux, M Blaschko
Machine Learning 100 (2-3), 533-553, 2015
62015
Efficient approximation methods for harmonic semisupervised learning
A Argyriou
Master's thesis, 2004
62004
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Articles 1–20