Publikationen von F Dinuzzo
Alle Typen
Zeitschriftenartikel (7)
1.
Zeitschriftenartikel
22 (10), S. 1576 - 1587 (2011)
Analysis of Fixed-Point and Coordinate Descent Algorithms for Regularized Kernel Methods. IEEE Transactions on Neural Networks 2.
Zeitschriftenartikel
22 (2), S. 290 - 303 (2011)
Client–Server Multitask Learning From Distributed Datasets. IEEE Transactions on Neural Networks 3.
Zeitschriftenartikel
32 (2), S. 193 - 205 (2010)
Bayesian Online Multitask Learning of Gaussian Processes. IEEE Transactions on Pattern Analysis and Machine Intelligence 4.
Zeitschriftenartikel
45 (9), S. 2169 - 2171 (2009)
Finite-time output stabilization with second order sliding modes. Automatica 5.
Zeitschriftenartikel
54 (9), S. 2126 - 2136 (2009)
Higher order sliding mode controllers with optimal reaching. IEEE Transactions on Automatic Control 6.
Zeitschriftenartikel
74 (3), S. 315 - 345 (2009)
An algebraic characterization of the optimum of regularized kernel methods. Machine Learning 7.
Zeitschriftenartikel
8, S. 2467 - 2495 (2007)
On the Representer Theorem and Equivalent Degrees of Freedom of SVR. The Journal of Machine Learning Research Buchkapitel (1)
8.
Buchkapitel
Some comments on ν-SVM. In: A Tribute to Antonio Lepschy, S. - (Hg. Picci, G.; Valcher, M.). Edizione Libreria Progetto, Padova, Italy (2007)
Konferenzbeitrag (5)
9.
Konferenzbeitrag
On the discardability of data in Support Vector Classification problems. In: 50th IEEE Conference on Decision and Control and European Control Conference (CDC - ECC 2011), S. 3210 - 3215. 50th IEEE Conference on Decision and Control and European Control Conference (CDC - ECC 2011), Orlando, FL, USA. IEEE, Piscataway, NJ, USA (2011)
10.
Konferenzbeitrag
Learning low-rank output kernels. In: Asian Conference on Machine Learning, 14-15 November 2011, South Garden Hotels and Resorts, Taoyuan, Taiwain, S. 181 - 196 (Hg. Hsu, C.-N.; Lee, W.). 3rd Asian Conference on Machine Learning (ACML 2011), Taoyuan, Taiwan. JMLR, Cambridge, MA, USA (2011)
11.
Konferenzbeitrag
Learning output kernels with block coordinate descent. In: 28th International Conference on Machine Learning (ICML 2011), S. 49 - 56 (Hg. Getoor, L.; Scheffer, T.). 28th International Conference on Machine Learning (ICML 2011), Bellevue, WA, USA. International Machine Learning Society, Madison, WI, USA (2011)
12.
Konferenzbeitrag
A second order sliding mode controller with polygonal constraints. In: 48th IEEE Conference on Decision and Control (CDC 2009), S. 6715 - 6719. 48th IEEE Conference on Decision and Control (CDC 2009), Shanghai, China, 15. Dezember 2009 - 18. Dezember 2009. IEEE, Piscataway, NJ, USA (2009)
13.
Konferenzbeitrag
Bayesian online multi-task learning using regularization networks. In: 2008 American Control Conference, S. 4517 - 4522. 2008 American Control Conference (ACC 2008), Seattle, WA, USA, 11. Juni 2008 - 13. Juni 2008. IEEE Service Center, Piscataway, NJ, USA (2008)
Hochschulschrift - Doktorarbeit (1)
14.
Hochschulschrift - Doktorarbeit
Learning functions with kernel methods. Dissertation, 130 S., University of Pisa, Pisa, Italy (2011)