متابعة
Francesco Dinuzzo
Francesco Dinuzzo
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عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Kernel methods in system identification, machine learning and function estimation: A survey‏
G Pillonetto, F Dinuzzo, T Chen, G De Nicolao, L Ljung‏
Automatica 50 (3), 657-682, 2014‏
9252014
Learning from distributions via Support Measure Machines‏
K Muandet, B Schölkopf, K Fukumizu, F Dinuzzo‏
Advances in Neural Information Processing Systems 25, 2012‏
2382012
Stance classification of context-dependent claims‏
R Bar-Haim, I Bhattacharya, F Dinuzzo, A Saha, N Slonim‏
Proceedings of the 15th Conference of the European Chapter of the …, 2017‏
2182017
Higher order sliding mode controllers with optimal reaching‏
F Dinuzzo, A Ferrara‏
IEEE Transactions on Automatic Control 54 (9), 2126-2136, 2009‏
1862009
Electricity Demand Forecasting by Multi-Task Learning‏
JB Fiot, F Dinuzzo‏
IEEE Transactions on Smart Grid 9 (2), 544-551, 2018‏
1362018
The representer theorem for Hilbert spaces: a necessary and sufficient condition‏
F Dinuzzo, B Schölkopf‏
Advances in Neural Information Processing Systems 25, 189--196, 2012‏
1132012
Learning output kernels with block coordinate descent‏
F Dinuzzo, CS Ong, P Gehler, G Pillonetto‏
Proceedings of the 28th International Conference on Machine Learning (ICML …, 2011‏
1122011
Kernels for linear time invariant system identification‏
F Dinuzzo‏
SIAM Journal on Control and Optimization 53 (5), 3299–3317, 2015‏
942015
Bayesian online multitask learning of Gaussian processes‏
G Pillonetto, F Dinuzzo, G De Nicolao‏
Pattern Analysis and Machine Intelligence, IEEE Transactions on 32 (2), 193-205, 2010‏
792010
Client–server multitask learning from distributed datasets‏
F Dinuzzo, G Pillonetto, G De Nicolao‏
Neural Networks, IEEE Transactions on 22 (2), 290-303, 2011‏
462011
On the representer theorem and equivalent degrees of freedom of SVR.‏
F Dinuzzo, M Neve, G De Nicolao, UP Gianazza‏
Journal of Machine Learning Research 8 (10), 2007‏
352007
A Unifying View of Representer Theorems‏
A Argyriou, F Dinuzzo‏
ICML, 2014‏
342014
Learning output kernels for multi-task problems‏
F Dinuzzo‏
Neurocomputing 118, 119-126, 2013‏
332013
Learning low-rank output kernels‏
F Dinuzzo, K Fukumizu‏
Asian Conference on Machine Learning, 181-196, 2011‏
232011
Sliding mode optimal regulator for a Bolza-Meyer criterion with non-quadratic state energy terms‏
M Basin, D Calderon-Alvarez, A Ferrara, F Dinuzzo‏
2009 American Control Conference, 4951-4955, 2009‏
202009
Kernel machines with two layers and multiple kernel learning‏
F Dinuzzo‏
arXiv preprint arXiv:1001.2709, 2010‏
162010
Finite-time output stabilization with second order sliding modes‏
F Dinuzzo, A Ferrara‏
Automatica 45 (9), 2169-2171, 2009‏
132009
Claim polarity identification‏
E Aharoni, R Bar-Haim, I Bhattacharya, F Dinuzzo, D Gutfreund, A Saha, ...‏
US Patent 9,632,998, 2017‏
112017
An algebraic characterization of the optimum of regularized kernel methods‏
F Dinuzzo, G De Nicolao‏
Machine learning 74, 315-345, 2009‏
112009
A second order sliding mode controller with polygonal constraints‏
F Dinuzzo‏
Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held …, 2009‏
92009
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مقالات 1–20