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Mostrati risultati da 61 a 80 di 212
Titolo Data di pubblicazione Autori Rivista Serie Titolo libro
Regularized linear system identification using atomic, nuclear and kernel-based norms: The role of the stability constraint 2016 PILLONETTO, GIANLUIGICHIUSO, ALESSANDRODE NICOLAO, GIUSEPPE + AUTOMATICA - -
A new kernel-based approach to hybrid system identification 2016 PILLONETTO, GIANLUIGI AUTOMATICA - -
Maximum entropy properties of discrete-time first-order stable spline kernel 2016 CARLI, FRANCESCA PAOLACHIUSO, ALESSANDROPILLONETTO, GIANLUIGI + AUTOMATICA - -
Continuous-time DC kernel — A stable generalized first order spline kernel 2016 PILLONETTO, GIANLUIGICHIUSO, ALESSANDRO + - - Decision and Control (CDC), 2016 IEEE 55th Conference on
Newton-Raphson Consensus for Distributed Convex Optimization 2016 VARAGNOLO, DAMIANOZANELLA, FILIPPOCENEDESE, ANGELOPILLONETTO, GIANLUIGISCHENATO, LUCA IEEE TRANSACTIONS ON AUTOMATIC CONTROL - -
Classical vs. Bayesian methods for linear system identification: Point estimators and confidence sets 2016 PRANDO, GIULIAROMERES, DIEGOPILLONETTO, GIANLUIGICHIUSO, ALESSANDRO - - Control Conference (ECC), 2016 European
Machine learning meets Kalman Filtering 2016 CARRON, ANDREATODESCATO, MARCOCARLI, RUGGEROSCHENATO, LUCAPILLONETTO, GIANLUIGI - - 2016 IEEE 55th Conference on Decision and Control, CDC 2016
The connection between Bayesian estimation of a Gaussian random field and RKHS 2015 PILLONETTO, GIANLUIGI + IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS - -
Bayesian kernel-based system identification with quantized output data 2015 BOTTEGAL, GIULIOPILLONETTO, GIANLUIGI + - - IFAC Symposium on System Identification (SysId 2015)
An index of parameter reproducibility accounting for estimation uncertainty: Theory and case study on β-cell responsivity and insulin sensitivity 2015 DALLA MAN, CHIARAPILLONETTO, GIANLUIGIRIZ, MICHELACOBELLI, CLAUDIO AMERICAN JOURNAL OF PHYSIOLOGY: ENDOCRINOLOGY AND METABOLISM - -
Multi-agents adaptive estimation and coverage control using Gaussian regression 2015 CARRON, ANDREATODESCATO, MARCOCARLI, RUGGEROSCHENATO, LUCAPILLONETTO, GIANLUIGI - - 2015 European Control Conference, ECC 2015
Outlier robust kernel-based system identification using ℓ1-Laplace techniques 2015 BOTTEGAL, GIULIOPILLONETTO, GIANLUIGI + - - Proceedings of the IEEE Conference on Decision and Control
Tuning complexity in regularized kernel-based regression and linear system identification: The robustness of the marginal likelihood estimator 2015 PILLONETTO, GIANLUIGICHIUSO, ALESSANDRO AUTOMATICA - -
Perspectives of orthonormal basis functions based kernels in Bayesian system identification? 2015 PILLONETTO, GIANLUIGI + PROCEEDINGS OF THE IEEE CONFERENCE ON DECISION & CONTROL - Proceedings of the IEEE Conference on Decision and Control
Identification of hybrid systems using stable spline kernels 2015 PILLONETTO, GIANLUIGI - - IEEE International Workshop on Machine Learning for Signal Processing, MLSP
Bayesian identification of LPV Box-Jenkins models 2015 PILLONETTO, GIANLUIGI + PROCEEDINGS OF THE IEEE CONFERENCE ON DECISION & CONTROL - Proceedings of the IEEE Conference on Decision and Control
Spectral analysis of the DC kernel for regularized system identification 2015 PILLONETTO, GIANLUIGICHIUSO, ALESSANDRO + - - Proceedings of IEEE Conference on Decision and Control
The role of rank penalties in linear system identification 2015 PRANDO, GIULIAPILLONETTO, GIANLUIGICHIUSO, ALESSANDRO - - Proceedings of IFAC SYSID
Auto-tuning procedures for distributed nonparametric regression algorithms 2015 VARAGNOLO, DAMIANOPILLONETTO, GIANLUIGISCHENATO, LUCA - - 2015 European Control Conference, ECC 2015
Identification of stable models via nonparametric prediction error methods 2015 ROMERES, DIEGOPILLONETTO, GIANLUIGICHIUSO, ALESSANDRO - - 2015 European Control Conference, ECC 2015
Mostrati risultati da 61 a 80 di 212
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