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Publications of "Gianluigi Pillonetto" ( http://dblp.L3S.de/Authors/Gianluigi_Pillonetto )

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Publication years (Num. hits)
2001-2008 (19) 2009-2011 (21) 2012-2013 (24) 2014 (15) 2015-2016 (27) 2017-2018 (18) 2019 (9)
Publication types (Num. hits)
article(75) inproceedings(58)
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Found 134 publication records. Showing 133 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Gianluigi Pillonetto, Alessandro Chiuso, Giuseppe De Nicolao Stable spline identification of linear systems under missing data. Search on Bibsonomy Automatica The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Jonathan Jonker, Aleksandr Y. Aravkin, James V. Burke, Gianluigi Pillonetto, Sarah E. Webster Fast robust methods for singular state-space models. Search on Bibsonomy Automatica The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Alberto Dalla Libera, Ruggero Carli, Gianluigi Pillonetto A novel Multiplicative Polynomial Kernel for Volterra series identification. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Gianluigi Pillonetto, Alessandro Chiuso, Giuseppe De Nicolao Stable spline identification of linear systems under missing data. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Mauro Bisiacco, Gianluigi Pillonetto Kernel absolute summability is only sufficient for RKHS stability. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Alberto Dalla Libera, Elisa Tosello, Gianluigi Pillonetto, Stefano Ghidoni, Ruggero Carli Proprioceptive Robot Collision Detection through Gaussian Process Regression. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Gianluigi Pillonetto, Luca Schenato 0001, Damiano Varagnolo Distributed Multi-Agent Gaussian Regression via Finite-Dimensional Approximations. Search on Bibsonomy IEEE Trans. Pattern Anal. Mach. Intell. The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Alberto Dalla Libera, Elisa Tosello, Gianluigi Pillonetto, Stefano Ghidoni, Ruggero Carli Proprioceptive Robot Collision Detection through Gaussian Process Regression. Search on Bibsonomy ACC The full citation details ... 2019 DBLP  BibTeX  RDF
1Jonathan Jonker, Aleksandr Y. Aravkin, James V. Burke, Gianluigi Pillonetto, Sarah E. Webster Robust Singular Smoothers for Tracking Using Low-Fidelity Data. Search on Bibsonomy Robotics: Science and Systems The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Aleksandr Y. Aravkin, James V. Burke, Gianluigi Pillonetto Generalized System Identification with Stable Spline Kernels. Search on Bibsonomy SIAM J. Scientific Computing The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Gianluigi Pillonetto System identification using kernel-based regularization: New insights on stability and consistency issues. Search on Bibsonomy Automatica The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Giulio Bottegal, Gianluigi Pillonetto The generalized cross validation filter. Search on Bibsonomy Automatica The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Mohamed Abdelmonim Hassan Darwish, Pepijn Bastiaan Cox, Ioannis Proimadis, Gianluigi Pillonetto, Roland Tóth Prediction-error identification of LPV systems: A nonparametric Gaussian regression approach. Search on Bibsonomy Automatica The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Mohamed Darwish, Gianluigi Pillonetto, Roland Tóth The quest for the right kernel in Bayesian impulse response identification: The use of OBFs. Search on Bibsonomy Automatica The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Tianshi Chen, Gianluigi Pillonetto On the stability of reproducing kernel Hilbert spaces of discrete-time impulse responses. Search on Bibsonomy Automatica The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Algo Carè, Gianluigi Pillonetto, Marco C. Campi Uncertainty Bounds for Kernel-based Regression: a Bayesian SPS Approach. Search on Bibsonomy MLSP The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Anas W. Alhashimi, Simone Del Favero, Damiano Varagnolo, Thomas Gustafsson, Gianluigi Pillonetto Bayesian strategies for calibrating heteroskedastic static sensors with unknown model structures. Search on Bibsonomy ECC The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Giada Acciaroli, Andrea Facchinetti, Gianluigi Pillonetto, Giovanni Sparacino Non-Invasive Continuous-Time Blood Pressure Estimation from a Single Channel PPG Signal using Regularized ARX Models. Search on Bibsonomy EMBC The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Anna Scampicchio, Gianluigi Pillonetto A New Model Selection Approach to Hybrid Kernel-Based Estimation. Search on Bibsonomy CDC The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Aleksandr Y. Aravkin, James V. Burke, Lennart Ljung, Aurelie C. Lozano, Gianluigi Pillonetto Generalized Kalman smoothing: Modeling and algorithms. Search on Bibsonomy Automatica The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Marco Todescato, Andrea Carron, Ruggero Carli, Gianluigi Pillonetto, Luca Schenato 0001 Multi-robots Gaussian estimation and coverage control: From client-server to peer-to-peer architectures. Search on Bibsonomy Automatica The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Giulia Prando, Alessandro Chiuso, Gianluigi Pillonetto Maximum Entropy vector kernels for MIMO system identification. Search on Bibsonomy Automatica The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Giulio Bottegal, Håkan Hjalmarsson, Gianluigi Pillonetto A new kernel-based approach to system identification with quantized output data. Search on Bibsonomy Automatica The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Gianluigi Pillonetto, Luca Schenato 0001, Damiano Varagnolo Distributed multi-agent Gaussian regression via Karhunen-Loève expansions. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Giulio Bottegal, Gianluigi Pillonetto The Generalized Cross Validation Filter. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Marco Todescato, Andrea Carron, Ruggero Carli, Gianluigi Pillonetto, Luca Schenato 0001 Efficient Spatio-Temporal Gaussian Regression via Kalman Filtering. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Gianluigi Pillonetto, Luca Schenato 0001, Damiano Varagnolo Statistical bounds for Gaussian regression algorithms based on Karhunen-Loève expansions. Search on Bibsonomy CDC The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Damiano Varagnolo, Filippo Zanella, Angelo Cenedese, Gianluigi Pillonetto, Luca Schenato 0001 Newton-Raphson Consensus for Distributed Convex Optimization. Search on Bibsonomy IEEE Trans. Automat. Contr. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Gianluigi Pillonetto, Tianshi Chen, Alessandro Chiuso, Giuseppe De Nicolao, Lennart Ljung Regularized linear system identification using atomic, nuclear and kernel-based norms: The role of the stability constraint. Search on Bibsonomy Automatica The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Gianluigi Pillonetto A new kernel-based approach to hybrid system identification. Search on Bibsonomy Automatica The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Tianshi Chen, Tohid Ardeshiri, Francesca P. Carli, Alessandro Chiuso, Lennart Ljung, Gianluigi Pillonetto Maximum entropy properties of discrete-time first-order stable spline kernel. Search on Bibsonomy Automatica The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Giulio Bottegal, Aleksandr Y. Aravkin, Håkan Hjalmarsson, Gianluigi Pillonetto Robust EM kernel-based methods for linear system identification. Search on Bibsonomy Automatica The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Giulio Bottegal, Håkan Hjalmarsson, Gianluigi Pillonetto A new kernel-based approach to system identification with quantized output data. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Gianluigi Pillonetto The interplay between system identification and machine learning. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Diego Romeres, Giulia Prando, Gianluigi Pillonetto, Alessandro Chiuso On-line Bayesian System Identification. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Gianluigi Pillonetto, Aleksandr Y. Aravkin A stable spline convex approach to hybrid systems identification. Search on Bibsonomy MLSP The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Giulia Prando, Diego Romeres, Gianluigi Pillonetto, Alessandro Chiuso Classical vs. Bayesian methods for linear system identification: Point estimators and confidence sets. Search on Bibsonomy ECC The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Diego Romeres, Giulia Prando, Gianluigi Pillonetto, Alessandro Chiuso On-line Bayesian system identification. Search on Bibsonomy ECC The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Tianshi Chen, Gianluigi Pillonetto, Alessandro Chiuso, Lennart Ljung Continuous-time DC kernel - A stable generalized first order spline kernel. Search on Bibsonomy CDC The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Andrea Carron, Marco Todescato, Ruggero Carli, Luca Schenato 0001, Gianluigi Pillonetto Machine learning meets Kalman Filtering. Search on Bibsonomy CDC The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Gianluigi Pillonetto, Alessandro Chiuso Tuning complexity in regularized kernel-based regression and linear system identification: The robustness of the marginal likelihood estimator. Search on Bibsonomy Automatica The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Giulio Bottegal, Gianluigi Pillonetto, Håkan Hjalmarsson Bayesian kernel-based system identification with quantized output data. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Tianshi Chen, Tohid Ardeshiri, Francesca P. Carli, Alessandro Chiuso, Lennart Ljung, Gianluigi Pillonetto Maximum entropy properties of discrete-time first-order stable spline kernel. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Giulia Prando, Gianluigi Pillonetto, Alessandro Chiuso Maximum Entropy Vector Kernels for MIMO system identification. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Gianluigi Pillonetto, Tianshi Chen, Alessandro Chiuso, Giuseppe De Nicolao, Lennart Ljung Regularized linear system identification using atomic, nuclear and kernel-based norms: the role of the stability constraint. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Aleksandr Y. Aravkin, Bradley M. Bell, James V. Burke, Gianluigi Pillonetto The Connection Between Bayesian Estimation of a Gaussian Random Field and RKHS. Search on Bibsonomy IEEE Trans. Neural Netw. Learning Syst. The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Gianluigi Pillonetto Identification of hybrid systems using stable spline kernels. Search on Bibsonomy MLSP The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Andrea Carron, Marco Todescato, Ruggero Carli, Luca Schenato 0001, Gianluigi Pillonetto Multi-agents adaptive estimation and coverage control using Gaussian regression. Search on Bibsonomy ECC The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Diego Romeres, Gianluigi Pillonetto, Alessandro Chiuso Identification of stable models via nonparametric prediction error methods. Search on Bibsonomy ECC The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Damiano Varagnolo, Gianluigi Pillonetto, Luca Schenato 0001 Auto-tuning procedures for distributed nonparametric regression algorithms. Search on Bibsonomy ECC The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Mohamed Darwish, Gianluigi Pillonetto, Roland Tóth Perspectives of orthonormal basis functions based kernels in Bayesian system identification? Search on Bibsonomy CDC The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Mohamed Darwish, Pepijn B. Cox, Gianluigi Pillonetto, Roland Tóth Bayesian identification of LPV Box-Jenkins models. Search on Bibsonomy CDC The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Tianshi Chen, Gianluigi Pillonetto, Alessandro Chiuso, Lennart Ljung Spectral analysis of the DC kernel for regularized system identification. Search on Bibsonomy CDC The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Giulio Bottegal, Håkan Hjalmarsson, Aleksandr Y. Aravkin, Gianluigi Pillonetto Outlier robust kernel-based system identification using ℓ1-Laplace techniques. Search on Bibsonomy CDC The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Aleksandr Y. Aravkin, James V. Burke, Alessandro Chiuso, Gianluigi Pillonetto Convex vs non-convex estimators for regression and sparse estimation: the mean squared error properties of ARD and GLasso. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2014 DBLP  BibTeX  RDF
1Tianshi Chen, Martin S. Andersen, Lennart Ljung, Alessandro Chiuso, Gianluigi Pillonetto System Identification Via Sparse Multiple Kernel-Based Regularization Using Sequential Convex Optimization Techniques. Search on Bibsonomy IEEE Trans. Automat. Contr. The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Damiano Varagnolo, Gianluigi Pillonetto, Luca Schenato 0001 Distributed Cardinality Estimation in Anonymous Networks. Search on Bibsonomy IEEE Trans. Automat. Contr. The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Gianluigi Pillonetto, Francesco Dinuzzo, Tianshi Chen, Giuseppe De Nicolao, Lennart Ljung Kernel methods in system identification, machine learning and function estimation: A survey. Search on Bibsonomy Automatica The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Giulia Prando, Alessandro Chiuso, Gianluigi Pillonetto Bayesian and regularization approaches to multivariable linear system identification: the role of rank penalties. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Giulio Bottegal, Aleksandr Y. Aravkin, Håkan Hjalmarsson, Gianluigi Pillonetto Robust EM kernel-based methods for linear system identification. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Andrea Carron, Marco Todescato, Ruggero Carli, Luca Schenato 0001, Gianluigi Pillonetto Multi-agents adaptive estimation and coverage control using Gaussian regression. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Aleksandr Y. Aravkin, James V. Burke, Gianluigi Pillonetto Robust and Trend-Following Student's t Kalman Smoothers. Search on Bibsonomy SIAM J. Control and Optimization The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Aleksandr Y. Aravkin, Karthikeyan Natesan Ramamurthy, Gianluigi Pillonetto Kalman smoothing with persistent nuisance parameters. Search on Bibsonomy MLSP The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Gianluigi Pillonetto, Aleksandr Y. Aravkin A new kernel-based approach for identification of time-varying linear systems. Search on Bibsonomy MLSP The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Alessandro Chiuso, Gianluigi Pillonetto Bayesian and nonparametric methods for system identification and model selection. Search on Bibsonomy ECC The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Gianluigi Pillonetto, Alessandro Chiuso Tuning complexity in kernel-based linear system identification: The robustness of the marginal likelihood estimator. Search on Bibsonomy ECC The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Giulia Prando, Alessandro Chiuso, Gianluigi Pillonetto Bayesian and regularization approaches to multivariable linear system identification: The role of rank penalties. Search on Bibsonomy CDC The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Alessandro Chiuso, Tianshi Chen, Lennart Ljung, Gianluigi Pillonetto On the design of multiple kernels for nonparametric linear system identification. Search on Bibsonomy CDC The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Tianshi Chen, Martin S. Andersen, Alessandro Chiuso, Gianluigi Pillonetto, Lennart Ljung Anomaly detection in homogenous populations: A sparse multiple kernel-based regularization method. Search on Bibsonomy CDC The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Aleksandr Y. Aravkin, James V. Burke, Gianluigi Pillonetto Sparse/robust estimation and Kalman smoothing with nonsmooth log-concave densities: modeling, computation, and theory. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2013 DBLP  BibTeX  RDF
1Gianluigi Pillonetto Consistent identification of Wiener systems: A machine learning viewpoint. Search on Bibsonomy Automatica The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Gianluigi Pillonetto, Bradley M. Bell, Simone Del Favero Distributed Kalman smoothing in static Bayesian networks. Search on Bibsonomy Automatica The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Giulio Bottegal, Gianluigi Pillonetto Regularized spectrum estimation using stable spline kernels. Search on Bibsonomy Automatica The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Aleksandr Y. Aravkin, Bradley M. Bell, James V. Burke, Gianluigi Pillonetto The exact relationship between regularization in RKHS and Bayesian estimation of Gaussian random fields Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Costanza D'Avanzo, Anahita Goljahani, Gianluigi Pillonetto, Giuseppe De Nicolao, Giovanni Sparacino A multi-task learning approach for the extraction of single-trial evoked potentials. Search on Bibsonomy Computer Methods and Programs in Biomedicine The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Damiano Varagnolo, Simone Del Favero, Francesco Dinuzzo, Luca Schenato 0001, Gianluigi Pillonetto Finding Potential Support Vectors in Separable Classification Problems. Search on Bibsonomy IEEE Trans. Neural Netw. Learning Syst. The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Aleksandr Y. Aravkin, James V. Burke, Gianluigi Pillonetto Linear system identification using stable spline kernels and PLQ penalties. Search on Bibsonomy CDC The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Gianluigi Pillonetto, Tianshi Chen, Lennart Ljung Kernel-based model order selection for identification and prediction of linear dynamic systems. Search on Bibsonomy CDC The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Alessandro Chiuso, Tianshi Chen, Lennart Ljung, Gianluigi Pillonetto Regularization strategies for nonparametric system identification. Search on Bibsonomy CDC The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Tianshi Chen, Alessandro Chiuso, Gianluigi Pillonetto, Lennart Ljung Rank-1 kernels for regularized system identification. Search on Bibsonomy CDC The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Gianluigi Pillonetto, Tianshi Chen, Lennart Ljung Kernel-Based Model Order Selection for Linear System Identification. Search on Bibsonomy ALCOSP The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Giorgio Quer, Riccardo Masiero, Gianluigi Pillonetto, Michele Rossi, Michele Zorzi Sensing, Compression, and Recovery for WSNs: Sparse Signal Modeling and Monitoring Framework. Search on Bibsonomy IEEE Trans. Wireless Communications The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Gianluigi Pillonetto, Gorkem Erinc, Stefano Carpin Online Estimation of Covariance Parameters using Extended Kalman Filtering and Application to Robot Localization. Search on Bibsonomy Advanced Robotics The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Alessandro Chiuso, Gianluigi Pillonetto A Bayesian approach to sparse dynamic network identification. Search on Bibsonomy Automatica The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Damiano Varagnolo, Gianluigi Pillonetto, Luca Schenato 0001 Distributed parametric and nonparametric regression with on-line performance bounds computation. Search on Bibsonomy Automatica The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Giulio Bottegal, Gianluigi Pillonetto Regularized spectrum estimation in spaces induced by stable spline kernels. Search on Bibsonomy ACC The full citation details ... 2012 DBLP  BibTeX  RDF
1Damiano Varagnolo, Gianluigi Pillonetto, Luca Schenato 0001 Consensus based estimation of anonymous networks size using Bernoulli trials. Search on Bibsonomy ACC The full citation details ... 2012 DBLP  BibTeX  RDF
1Filippo Zanella, Damiano Varagnolo, Angelo Cenedese, Gianluigi Pillonetto, Luca Schenato 0001 Multidimensional Newton-Raphson consensus for distributed convex optimization. Search on Bibsonomy ACC The full citation details ... 2012 DBLP  BibTeX  RDF
1Simone Del Favero, Damiano Varagnolo, Gianluigi Pillonetto Bayesian learning of probability density functions: A Markov chain Monte Carlo approach. Search on Bibsonomy CDC The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Aleksandr Y. Aravkin, James V. Burke, Gianluigi Pillonetto Nonsmooth regression and state estimation using piecewise quadratic log-concave densities. Search on Bibsonomy CDC The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Ruggero Carli, Tianshi Chen, Alessandro Chiuso, Lennart Ljung, Gianluigi Pillonetto On the estimation of hyperparameters for Bayesian system identification with exponentially decaying kernels. Search on Bibsonomy CDC The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Tianshi Chen, Lennart Ljung, Martin S. Andersen, Alessandro Chiuso, Francesca Paola Carli, Gianluigi Pillonetto Sparse multiple kernels for impulse response estimation with majorization minimization algorithms. Search on Bibsonomy CDC The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Filippo Zanella, Damiano Varagnolo, Angelo Cenedese, Gianluigi Pillonetto, Luca Schenato 0001 The convergence rate of Newton-Raphson consensus optimization for quadratic cost functions. Search on Bibsonomy CDC The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Aleksandr Y. Aravkin, Bradley M. Bell, James V. Burke, Gianluigi Pillonetto An 1 -Laplace Robust Kalman Smoother. Search on Bibsonomy IEEE Trans. Automat. Contr. The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Gianluigi Pillonetto, Minh Ha Quang, Alessandro Chiuso A New Kernel-Based Approach for NonlinearSystem Identification. Search on Bibsonomy IEEE Trans. Automat. Contr. The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Gianluigi Pillonetto, Alessandro Chiuso, Giuseppe De Nicolao Prediction error identification of linear systems: A nonparametric Gaussian regression approach. Search on Bibsonomy Automatica The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Francesco Dinuzzo, Gianluigi Pillonetto, Giuseppe De Nicolao Client-Server Multitask Learning From Distributed Datasets. Search on Bibsonomy IEEE Trans. Neural Networks The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Aleksandr Y. Aravkin, James V. Burke, Alessandro Chiuso, Gianluigi Pillonetto Convex vs nonconvex approaches for sparse estimation: Lasso, Multiple Kernel Learning and Hyperparameter Lasso. Search on Bibsonomy CDC-ECE The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Simone Del Favero, Damiano Varagnolo, Francesco Dinuzzo, Luca Schenato 0001, Gianluigi Pillonetto On the discardability of data in support vector classification problems. Search on Bibsonomy CDC-ECE The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Filippo Zanella, Damiano Varagnolo, Angelo Cenedese, Gianluigi Pillonetto, Luca Schenato 0001 Newton-Raphson consensus for distributed convex optimization. Search on Bibsonomy CDC-ECE The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
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