Francesco Dinuzzo

According to our database, Francesco Dinuzzo authored at least 26 papers between 2007 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2018

Electricity Demand Forecasting by Multi-Task Learning.

Jean-Baptiste Fiot, Francesco Dinuzzo

IEEE Trans. Smart Grid, 2018

2017

Stance Classification of Context-Dependent Claims.

Roy Bar-Haim, Indrajit Bhattacharya, Francesco Dinuzzo, Amrita Saha, Noam Slonim

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

2015

Kernels for Linear Time Invariant System Identification.

Francesco Dinuzzo

SIAM J. Control. Optim., 2015

2014

Kernel methods in system identification, machine learning and function estimation: A survey.

Gianluigi Pillonetto, Francesco Dinuzzo, Tianshi Chen, Giuseppe De Nicolao, Lennart Ljung

Autom., 2014

A Unifying View of Representer Theorems.

Andreas Argyriou, Francesco Dinuzzo

Proceedings of the 31th International Conference on Machine Learning, 2014

2013

Finding Potential Support Vectors in Separable Classification Problems.

Damiano Varagnolo, Simone Del Favero, Francesco Dinuzzo, Luca Schenato, Gianluigi Pillonetto

IEEE Trans. Neural Networks Learn. Syst., 2013

Learning output kernels for multi-task problems.

Francesco Dinuzzo

Neurocomputing, 2013

2012

Learning from Distributions via Support Measure Machines.

Krikamol Muandet, Kenji Fukumizu, Francesco Dinuzzo, Bernhard Schölkopf

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

The representer theorem for Hilbert spaces: a necessary and sufficient condition.

Francesco Dinuzzo, Bernhard Schölkopf

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Interactive domain adaptation technique for the classification of remote sensing images.

Claudio Persello, Francesco Dinuzzo

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Client-Server Multitask Learning From Distributed Datasets.

Francesco Dinuzzo, Gianluigi Pillonetto, Giuseppe De Nicolao

IEEE Trans. Neural Networks, 2011

Analysis of Fixed-Point and Coordinate Descent Algorithms for Regularized Kernel Methods.

Francesco Dinuzzo

IEEE Trans. Neural Networks, 2011

Learning low-rank output kernels.

Francesco Dinuzzo, Kenji Fukumizu

Proceedings of the 3rd Asian Conference on Machine Learning, 2011

Learning Output Kernels with Block Coordinate Descent.

Francesco Dinuzzo, Cheng Soon Ong, Peter V. Gehler, Gianluigi Pillonetto

Proceedings of the 28th International Conference on Machine Learning, 2011

On the discardability of data in support vector classification problems.

Simone Del Favero, Damiano Varagnolo, Francesco Dinuzzo, Luca Schenato, Gianluigi Pillonetto

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

2010

Bayesian Online Multitask Learning of Gaussian Processes.

Gianluigi Pillonetto, Francesco Dinuzzo, Giuseppe De Nicolao

IEEE Trans. Pattern Anal. Mach. Intell., 2010

Fixed-point and coordinate descent algorithms for regularized kernel methods

Francesco Dinuzzo

CoRR, 2010

Kernel machines with two layers and multiple kernel learning

Francesco Dinuzzo

CoRR, 2010

2009

Higher Order Sliding Mode Controllers With Optimal Reaching.

Francesco Dinuzzo, Antonella Ferrara

IEEE Trans. Autom. Control., 2009

An algebraic characterization of the optimum of regularized kernel methods.

Francesco Dinuzzo, Giuseppe De Nicolao

Mach. Learn., 2009

Finite-time output stabilization with second order sliding modes.

Francesco Dinuzzo, Antonella Ferrara

Autom., 2009

A second order sliding mode controller with polygonal constraints.

Francesco Dinuzzo

Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Sliding mode optimal regulator for a bolza-meyer criterion with non-quadratic state energy terms.

Michael V. Basin, Darío Calderon-Alvarez, Antonella Ferrara, Francesco Dinuzzo

Proceedings of the American Control Conference, 2009

2008

Client-server multi-task learning from distributed datasets

Francesco Dinuzzo, Gianluigi Pillonetto, Giuseppe De Nicolao

CoRR, 2008

Bayesian online multi-task learning using regularization networks.

Gianluigi Pillonetto, Francesco Dinuzzo, Giuseppe De Nicolao

Proceedings of the American Control Conference, 2008

2007

On the Representer Theorem and Equivalent Degrees of Freedom of SVR.

Francesco Dinuzzo, Marta Neve, Giuseppe De Nicolao, Ugo Pietro Gianazza

J. Mach. Learn. Res., 2007