Andreas Argyriou
Andreas Argyriou
Microsoft UK
Verifierad e-postadress på alum.mit.edu - Startsida
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Convex multi-task feature learning
A Argyriou, T Evgeniou, M Pontil
Machine learning 73 (3), 243-272, 2008
14232008
Multi-task feature learning
A Argyriou, T Evgeniou, M Pontil
Advances in Neural Information Processing Systems 19: Proceedings of the …, 2007
13992007
A Spectral Regularization Framework for Multi-Task Structure Learning.
A Argyriou, CA Micchelli, M Pontil, Y Ying
Advances in Neural Information Processing Systems, 2007
290*2007
Combining graph Laplacians for semi--supervised learning
A Argyriou, M Herbster, M Pontil
Advances in Neural Information Processing Systems 18, 67-74, 2005
1762005
Sparse Prediction with the k-Support Norm
A Argyriou, R Foygel, N Srebro
Advances in Neural Information Processing Systems 2012, 2012
1442012
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
1362006
When is there a representer theorem? Vector versus matrix regularizers
A Argyriou, CA Micchelli, M Pontil
The Journal of Machine Learning Research 10, 2507-2529, 2009
1332009
Learning convex combinations of continuously parameterized basic kernels
A Argyriou, CA Micchelli, M Pontil
International Conference on Computational Learning Theory, 338-352, 2005
1282005
Exploiting Unrelated Tasks in Multi-Task Learning
BR Paredes, A Argyriou, N Berthouze, M Pontil
Fifteenth International Conference on Artificial Intelligence and Statistics …, 2012
1042012
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
932008
On spectral learning.
A Argyriou, CA Micchelli, M Pontil
Journal of Machine Learning Research 11 (2), 2010
582010
Efficient first order methods for linear composite regularizers
A Argyriou, CA Micchelli, M Pontil, L Shen, Y Xu
arXiv preprint arXiv:1104.1436, 2011
512011
Prisma: Proximal iterative smoothing algorithm
F Orabona, A Argyriou, N Srebro
arXiv preprint arXiv:1206.2372, 2012
392012
Regularization, optimization, kernels, and support vector machines
JAK Suykens, M Signoretto, A Argyriou
CRC Press, 2014
302014
A unifying view of representer theorems
A Argyriou, F Dinuzzo
International Conference on Machine Learning, 748-756, 2014
222014
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
202014
A general framework for structured sparsity via proximal optimization
L Baldassarre, J Morales, A Argyriou, M Pontil
Artificial Intelligence and Statistics, 82-90, 2012
162012
Learning the graph of relations among multiple tasks
A Argyriou, S Clémençon, R Zhang
152013
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
72015
Efficient approximation methods for harmonic semisupervised learning
A Argyriou
Master's thesis, University College London, 2004
72004
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Artiklar 1–20