Francesco Dinuzzo

33 papers A* 3C 4Journal 21Unranked 5
YearRankTypeTitle / Venue / Authors
2025 A* conf
Predictive Response Optimization: Using Reinforcement Learning to Fight Online Social Network Abuse.
USENIX Security Symposium
Garrett Wilson, Geoffrey Goh, Yan Jiang, Ajay Gupta, Jiaxuan Wang, David Freeman, Francesco Dinuzzo
2025 J jnl
Predictive Response Optimization: Using Reinforcement Learning to Fight Online Social Network Abuse.
CoRR
Garrett Wilson, Geoffrey Goh, Yan Jiang, Ajay Gupta, Jiaxuan Wang, David Freeman, Francesco Dinuzzo
2018 J jnl
Electricity Demand Forecasting by Multi-Task Learning.
IEEE Trans. Smart Grid
Jean-Baptiste Fiot, Francesco Dinuzzo
2017 — conf
Stance Classification of Context-Dependent Claims.
EACL (1)
Roy Bar-Haim, Indrajit Bhattacharya, Francesco Dinuzzo, Amrita Saha, Noam Slonim
2015 J jnl
Electricity Demand Forecasting by Multi-Task Learning.
CoRR
Jean-Baptiste Fiot, Francesco Dinuzzo
2015 J jnl
Kernels for Linear Time Invariant System Identification.
SIAM J. Control. Optim.
Francesco Dinuzzo
2014 A* conf
A Unifying View of Representer Theorems.
ICML
Andreas Argyriou, Francesco Dinuzzo
2014 J jnl
Kernel methods in system identification, machine learning and function estimation: A survey.
Autom.
Gianluigi Pillonetto, Francesco Dinuzzo, Tianshi Chen, Giuseppe De Nicolao, Lennart Ljung
2013 J jnl
Finding Potential Support Vectors in Separable Classification Problems.
IEEE Trans. Neural Networks Learn. Syst.
Damiano Varagnolo, Simone Del Favero, Francesco Dinuzzo, Luca Schenato, Gianluigi Pillonetto
2013 J jnl
Learning Output Kernels for Multi-Task Problems
CoRR
Francesco Dinuzzo
2013 J jnl
Learning output kernels for multi-task problems.
Neurocomputing
Francesco Dinuzzo
2012 C conf
Interactive domain adaptation technique for the classification of remote sensing images.
IGARSS
Claudio Persello, Francesco Dinuzzo
2012 J jnl
Kernels for linear time invariant system identification
CoRR
Francesco Dinuzzo
2012 J jnl
Learning from Distributions via Support Measure Machines
CoRR
Krikamol Muandet, Bernhard Schölkopf, Kenji Fukumizu, Francesco Dinuzzo
2012 — conf
Learning from Distributions via Support Measure Machines.
NIPS
Krikamol Muandet, Kenji Fukumizu, Francesco Dinuzzo, Bernhard Schölkopf
2012 J jnl
The representer theorem for Hilbert spaces: a necessary and sufficient condition
CoRR
Francesco Dinuzzo, Bernhard Schölkopf
2012 — conf
The representer theorem for Hilbert spaces: a necessary and sufficient condition.
NIPS
Francesco Dinuzzo, Bernhard Schölkopf
2011 J jnl
Analysis of Fixed-Point and Coordinate Descent Algorithms for Regularized Kernel Methods.
IEEE Trans. Neural Networks
Francesco Dinuzzo
2011 J jnl
Client-Server Multitask Learning From Distributed Datasets.
IEEE Trans. Neural Networks
Francesco Dinuzzo, Gianluigi Pillonetto, Giuseppe De Nicolao
2011 A* conf
Learning Output Kernels with Block Coordinate Descent.
ICML
Francesco Dinuzzo, Cheng Soon Ong, Peter V. Gehler, Gianluigi Pillonetto
2011 C conf
Learning low-rank output kernels.
ACML
Francesco Dinuzzo, Kenji Fukumizu
2011 — conf
On the discardability of data in support vector classification problems.
CDC/ECC
Simone Del Favero, Damiano Varagnolo, Francesco Dinuzzo, Luca Schenato, Gianluigi Pillonetto
2010 J jnl
Bayesian Online Multitask Learning of Gaussian Processes.
IEEE Trans. Pattern Anal. Mach. Intell.
Gianluigi Pillonetto, Francesco Dinuzzo, Giuseppe De Nicolao
2010 J jnl
Fixed-point and coordinate descent algorithms for regularized kernel methods
CoRR
Francesco Dinuzzo
2010 J jnl
Kernel machines with two layers and multiple kernel learning
CoRR
Francesco Dinuzzo
2009 — conf
A second order sliding mode controller with polygonal constraints.
CDC
Francesco Dinuzzo
2009 J jnl
An algebraic characterization of the optimum of regularized kernel methods.
Mach. Learn.
Francesco Dinuzzo, Giuseppe De Nicolao
2009 J jnl
Finite-time output stabilization with second order sliding modes.
Autom.
Francesco Dinuzzo, Antonella Ferrara
2009 J jnl
Higher Order Sliding Mode Controllers With Optimal Reaching.
IEEE Trans. Autom. Control.
Francesco Dinuzzo, Antonella Ferrara
2009 C conf
Sliding mode optimal regulator for a bolza-meyer criterion with non-quadratic state energy terms.
ACC
Michael V. Basin, Darío Calderon-Alvarez, Antonella Ferrara, Francesco Dinuzzo
2008 C conf
Bayesian online multi-task learning using regularization networks.
ACC
Gianluigi Pillonetto, Francesco Dinuzzo, Giuseppe De Nicolao
2008 J jnl
Client-server multi-task learning from distributed datasets
CoRR
Francesco Dinuzzo, Gianluigi Pillonetto, Giuseppe De Nicolao
2007 J jnl
On the Representer Theorem and Equivalent Degrees of Freedom of SVR.
J. Mach. Learn. Res.
Francesco Dinuzzo, Marta Neve, Giuseppe De Nicolao, Ugo Pietro Gianazza