Sfoglia per Autore
Cerebral blood flow quantification from QUASAR ASL by Stable Spline
2013 Castellaro, Marco; A., Mehndiratta; Peruzzo, Denis; Pillonetto, Gianluigi; E. T., Petersen; Xavier, Golay; M. A., Chappell; Bertoldo, Alessandra
Finding Potential Support Vectors in Separable Classification Problems
2013 Varagnolo, Damiano; DEL FAVERO, Simone; Francesco, Dinuzzo; Schenato, Luca; Pillonetto, Gianluigi
Rank-1 kernels for regularized system identification
2013 T., Chen; Chiuso, Alessandro; Pillonetto, Gianluigi; L., Ljung
A multi-task learning approach for the extraction of single-trial evoked potentials
2013 D’Avanzo, C; Goljahani, Anahita; Pillonetto, Gianluigi; De Nicolao, G.; Sparacino, Giovanni
Distributed Kalman smoothing in static Bayesian networks
2013 Pillonetto, Gianluigi; Bradley M., Bell; DEL FAVERO, Simone
A kernel-based approach for quantification of dynamic PET studies
2013 Peruzzo, Denis; Rizzo, Gaia; Pillonetto, Gianluigi; Bertoldo, Alessandra
Regularization strategies for nonparametric system identification
2013 Chiuso, Alessandro; T., Chen; L., Ljung; Pillonetto, Gianluigi
Consistent identification of Wiener systems: A machine learning viewpoint
2013 Pillonetto, Gianluigi
Kernel-based model order selection for linear system identification
2013 Pillonetto, Gianluigi; T., Chen; L., Ljung
Sparse/Robust Estimation and Kalman Smoothing with Nonsmooth Log-Concave Densities: Modeling, Computation, and Theory
2013 A. Y., Aravkin; J. V., Burke; Pillonetto, Gianluigi
Regularized spectrum estimation using stable spline kernels
2013 Bottegal, Giulio; Pillonetto, Gianluigi
Deconvolution
2013 Sparacino, Giovanni; De Nicolao, G; Pillonetto, Gianluigi; Cobelli, Claudio
Linear system identification using stable spline kernels and PLQ penalties
2013 A. Y., Aravkin; J. V., Burke; Pillonetto, Gianluigi
Pitfalls of the parametric approaches exploiting cross-validation or model order selection
2012 Pillonetto, Gianluigi; G., De Nicolao
A statistical and computational theory for robust and sparse Kalman smoothing
2012 A., Aravkin; J., Burke; Pillonetto, Gianluigi
On the MSE Properties of Empirical Bayes Methods for Sparse Estimation
2012 A., Aravkin; J., Burke; Chiuso, Alessandro; Pillonetto, Gianluigi
Asynchronous Newton-Raphson Consensus for Distributed Convex Optimization
2012 Zanella, Filippo; Varagnolo, Damiano; Cenedese, Angelo; Pillonetto, Gianluigi; Schenato, Luca
Sparse multiple kernels for impulse response estimation with majorization minimization algorithms
2012 Tianshi, Chen; Lennart, Ljung; Martin, Andersen; Chiuso, Alessandro; Carli, FRANCESCA PAOLA; Pillonetto, Gianluigi
Consensus based estimation of anonymous networks size using Bernoulli trials
2012 Varagnolo, Damiano; Pillonetto, Gianluigi; Schenato, Luca
Distributed parametric and nonparametric regression with on-line performance bounds computation
2012 Varagnolo, Damiano; Pillonetto, Gianluigi; Schenato, Luca
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