 | 2012 |
| 15 |  | Krikamol Muandet,
Bernhard Schölkopf,
Kenji Fukumizu,
Francesco Dinuzzo:
Learning from Distributions via Support Measure Machines
CoRR abs/1202.6504: (2012) |
| 14 |  | Francesco Dinuzzo:
Kernels for linear time invariant system identification
CoRR abs/1203.4930: (2012) |
| 2011 |
| 13 |  | Simone Del Favero,
Damiano Varagnolo,
Francesco Dinuzzo,
Luca Schenato,
Gianluigi Pillonetto:
On the discardability of data in support vector classification problems.
CDC-ECE 2011: 3210-3215 |
| 12 |  | Francesco Dinuzzo,
Cheng Soon Ong,
Peter V. Gehler,
Gianluigi Pillonetto:
Learning Output Kernels with Block Coordinate Descent.
ICML 2011: 49-56 |
| 11 |  | Francesco Dinuzzo:
Analysis of Fixed-Point and Coordinate Descent Algorithms for Regularized Kernel Methods.
IEEE Transactions on Neural Networks 22(10): 1576-1587 (2011) |
| 10 |  | Francesco Dinuzzo,
Gianluigi Pillonetto,
Giuseppe De Nicolao:
Client-Server Multitask Learning From Distributed Datasets.
IEEE Transactions on Neural Networks 22(2): 290-303 (2011) |
| 9 |  | Francesco Dinuzzo,
Kenji Fukumizu:
Learning low-rank output kernels.
Journal of Machine Learning Research - Proceedings Track 20: 181-196 (2011) |
| 2010 |
| 8 |  | Francesco Dinuzzo:
Kernel machines with two layers and multiple kernel learning
CoRR abs/1001.2709: (2010) |
| 7 |  | Francesco Dinuzzo:
Fixed-point and coordinate descent algorithms for regularized kernel methods
CoRR abs/1008.5090: (2010) |
| 6 |  | Gianluigi Pillonetto,
Francesco Dinuzzo,
Giuseppe De Nicolao:
Bayesian Online Multitask Learning of Gaussian Processes.
IEEE Trans. Pattern Anal. Mach. Intell. 32(2): 193-205 (2010) |
| 2009 |
| 5 |  | Francesco Dinuzzo:
A second order sliding mode controller with polygonal constraints.
CDC 2009: 6715-6719 |
| 4 |  | Francesco Dinuzzo,
Antonella Ferrara:
Finite-time output stabilization with second order sliding modes.
Automatica 45(9): 2169-2171 (2009) |
| 3 |  | Francesco Dinuzzo,
Giuseppe De Nicolao:
An algebraic characterization of the optimum of regularized kernel methods.
Machine Learning 74(3): 315-345 (2009) |
| 2008 |
| 2 |  | Francesco Dinuzzo,
Gianluigi Pillonetto,
Giuseppe De Nicolao:
Client-server multi-task learning from distributed datasets
CoRR abs/0812.4235: (2008) |
| 2007 |
| 1 |  | Francesco Dinuzzo,
Marta Neve,
Giuseppe De Nicolao,
Ugo Pietro Gianazza:
On the Representer Theorem and Equivalent Degrees of Freedom of SVR.
Journal of Machine Learning Research 8: 2467-2495 (2007) |