-
1
-
-
64149107285
-
A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization
-
December
-
Abernethy, Jacob, Bach, Francis, Evgeniou, Theodoros, and Vert, Jean-Philippe. A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization. Journal of Machine Learning Research, 10:803-826, December 2009.
-
(2009)
Journal of Machine Learning Research
, vol.10
, pp. 803-826
-
-
Abernethy, J.1
Bach, F.2
Evgeniou, T.3
Vert, J.-P.4
-
2
-
-
55149088329
-
Convex multi-task feature learning
-
January
-
Argyriou, Andreas, Evgeniou, Theodoros, and Pontil, Massimiliano. Convex multi-task feature learning. Machine Learning, 73(3):243-272, January 2008.
-
(2008)
Machine Learning
, vol.73
, Issue.3
, pp. 243-272
-
-
Argyriou, A.1
Evgeniou, T.2
Pontil, M.3
-
3
-
-
73549115421
-
When is there a representer theorem? Vector versus matrix regularizers
-
Argyriou, Andreas, Micchelli, Charles A., and Pontil, Massimiliano. When is there a representer theorem? vector versus matrix regularizers. Journal of Machine Learning Research, 10:2507-2529, 2009.
-
(2009)
Journal of Machine Learning Research
, vol.10
, pp. 2507-2529
-
-
Argyriou, A.1
Micchelli, C.A.2
Pontil, M.3
-
5
-
-
48849086653
-
Vector valued reproducing kernel Hilbert spaces of integrable functions and Mercer theorem
-
Carmeli, Claudio, Vito, Ernesto De, and Toigo, Alessandro. Vector valued reproducing kernel Hilbert spaces of integrable functions and Mercer theorem. Analysis and Applications, 4:377-408, 2006.
-
(2006)
Analysis and Applications
, vol.4
, pp. 377-408
-
-
Carmeli, C.1
De Vito, E.2
Toigo, A.3
-
8
-
-
85067935824
-
An Introduction to the Mathematical Theory of Inverse Problems
-
Springer, 2nd edition, August
-
Kirsch, Andreas. An Introduction to the Mathematical Theory of Inverse Problems, volume 120 of Applied Mathematical Sciences. Springer, 2nd edition, August 2011.
-
(2011)
Applied Mathematical Sciences
, vol.120
-
-
Kirsch, A.1
-
9
-
-
14544299611
-
On learning vector-valued functions
-
Micchelli, Charles A. and Pontil, Massimiliano. On learning vector-valued functions. Neural Computation, 17:177-204, 2005.
-
(2005)
Neural Computation
, vol.17
, pp. 177-204
-
-
Micchelli, C.A.1
Pontil, M.2
-
10
-
-
0003408420
-
-
MIT Press, Cambridge, MA, USA
-
Schölkopf, Bernhard and Smola, Alex J. Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond. MIT Press, Cambridge, MA, USA, 2001.
-
(2001)
Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond
-
-
Schölkopf, B.1
Smola, A.J.2
-
11
-
-
0037692278
-
A generalized representer theorem
-
Schölkopf, Bernhard, Herbrich, Ralf, and Smola, Alex J. A generalized representer theorem. In Conference on Computational Learning Theory, 2001.
-
Conference on Computational Learning Theory, 2001
-
-
Schölkopf, B.1
Herbrich, R.2
Smola, A.J.3
-
12
-
-
51649141644
-
Sous-espaces Hilbertiens d'espaces vectoriels topologiques et noyaux associés (noyaux reproduisants)
-
Schwartz, Laurent. Sous-espaces Hilbertiens d'espaces vectoriels topologiques et noyaux associés (noyaux reproduisants). Journal d'Analyse Mathématique, 13:115-256, 1964.
-
(1964)
Journal d'Analyse Mathématique
, vol.13
, pp. 115-256
-
-
Schwartz, L.1
-
16
-
-
84897505530
-
Kernelization of matrix updates, when and how?
-
Warmuth, Manfred K., Kotlowski, Wojciech, and Zhou, Shuisheng. Kernelization of matrix updates, when and how? In Conference on Algorithmic Learning Theory, 2012.
-
Conference on Algorithmic Learning Theory, 2012
-
-
Warmuth, M.K.1
Kotlowski, W.2
Zhou, S.3
|