@article{NnAaaa,
	author="F.P. Carli and T. Chen and L. Ljung",
	title="Maximum Entropy Kernels for System Identification",
	journal="IEEE Trans. on Automatic Control, accepted",
	year="2016"
}

@article{ChenACCLPAuto2015,
	author="T. Chen and T. Ardeshiri and F.P. Carli and A. Chiuso and L. Ljung and G. Pillonetto",
	title="Maximum entropy properties of discrete-time first-order stable spline kernel",
	journal="Automatica",
	year="2016"
}

@article{NnAaaa,
	author="F.P. Carli",
	title="Modeling and Estimation of Discrete-Time Reciprocal Processes via Probabilistic Graphical Models",
	journal="submitted, arXiv:1603.04419",
	year="2016"
}

@article{NnAaaa,
	author="F.P. Carli",
	title="On the Geometry of Message Passing Algorithms for Gaussian Reciprocal Processes",
	journal="submitted, arXiv:1603.09279",
	year="2016"
}

@inproceedings{NnAaaa,
	author="F.P. Carli and R. Sepulchre",
	title="On the Projective Geometry of Kalman Filter",
	booktitle="Proc. of the 54th IEEE Conference on Decision and Control (CDC 2015)",
	year="2015"
}

@article{NnAaaa,
	author="L. Ning and F.P. Carli and A.M. Ebtehaj and E. Foufoula-Georgiou and T.T. Georgiou",
	title="Coping with model error in variational data assimilation using optimal mass transport",
	journal="Water Resources Research",
	year="2014",
	pages="5817 - 5830",
	volume="50",
	number="7"
}

@inproceedings{NnAaaa,
	author="F.P. Carli",
	title="On the Maximum Entropy Property of the First-Order Stable Spline Kernel and its Implications",
	booktitle="IEEE Multi-Conference on Systems and Control",
	year="2014"
}

@article{NnAaaa,
	author="F.P. Carli and A. Ferrante and M. Pavon and G. Picci",
	title="An Efficient Algorithm for Maximum Entropy Extension of Block–Circulant Covariance Matrices",
	journal="Linear Algebra and its Applications",
	year="2013",
	pages="2309 - 2329",
	volume="439",
	number="8"
}

@inproceedings{NnAaaa,
	author="F.P. Carli and L. Ning and T.T. Georgiou",
	title="Convex Clustering via Optimal Mass Transport",
	booktitle="(submitted)",
	year="2013"
}

@inproceedings{NnAaaa,
	author="L. Ning and F.P. Carli and A.M. Ebtehaj and E. Foufoula-Georgiou and T.T. Georgiou",
	title="Coping with model uncertainty in data assimilation using optimal mass transport",
	booktitle="AGU Fall Meeting",
	year="2013"
}

@inproceedings{CaChPi2012,
	author="F.P. Carli and A. Chiuso and G. Pillonetto",
	title="Efficient algorithms for large scale linear system identification using stable spline estimators",
	booktitle="Proc. of SYSID 2012",
	year="2012"
}

@inproceedings{CaChChLjPi20XX,
	author="F.P. Carli and T. Chen and A. Chiuso and L. Ljung and G. Pillonetto",
	title="On the estimation of hyperparameters for Bayesian system identification with exponential kernels",
	booktitle="51st IEEE Conference on Decision and Control (CDC 2012)",
	year="2012"
}

@inproceedings{ChLjAnChCaPi20XX,
	author="T. Chen and L. Ljung and M. Andersen and A. Chiuso and F.P. Carli and G. Pillonetto",
	title="Sparse multiple kernels for impulse response estimation with majorization minimization algorithms",
	booktitle="51st IEEE Conference on Decision and Control (CDC 2012)",
	year="2012"
}

@article{CFPP_TAC2011,
	author="F.P. Carli and A. Ferrante and M. Pavon and G. Picci",
	title="A Maximum Entropy Solution of the Covariance Extension Problem for Reciprocal Processes",
	journal="IEEE Transactions on Automatic Control",
	year="2011",
	pages="1999 - 2012",
	volume="56",
	number="9"
}

@inproceedings{NnAaaa,
	author="F.P. Carli and A. Ferrante and M. Pavon and G. Picci",
	title="An Efficient Algorithm for Dempster’s Completion of Block–Circulant Covariance Matrices",
	booktitle="50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC 2011)",
	year="2011"
}

@inproceedings{NnAaaa,
	author="A.C. Carli and F.P. Carli",
	title="Nonlinear Transformations of Marginalisation Mappings for Kernels on Hidden Markov Models",
	booktitle="10th International Conference on Machine Learning and Applications (ICMLA 2011)",
	year="2011",
	month="December",
	location="Honolulu, Hawaii"
}

@article{CG_TAC2010,
	author="F.P. Carli and T.T. Georgiou",
	title="On the Covariance Completion Problem under a Circulant Structure",
	journal="IEEE Transactions on Automatic Control",
	year="2011",
	month="April",
	pages="918 -922",
	volume="56",
	number="4"
}

@inproceedings{CFPP_MTNS2010,
	author="F.P. Carli and A. Ferrante and M. Pavon and G. Picci",
	title="A Maximum Entropy Approach to the Covariance Extension Problem for Reciprocal Processes",
	booktitle="Proc. of Int. Symp. Mathematical Theory of Network and Systems",
	year="2010",
	month="July"
}

@inbook{CaFePaPi2010,
	author="F.P. Carli and A. Ferrante and M. Pavon and G. Picci",
	title="in X. Hu, U. Jonsson, B. Wahlberg, and B. Ghosh (Eds.) Three Decades of Progress in Control Sciences",
	year="2010",
	pages="77-93",
	chapter="A Maximum Entropy solution of the Covariance Selection Problem for Reciprocal Processes",
	publisher="Springer-Verlag, Berlin"
}

@inproceedings{CP_MTNS2010,
	author="F.P. Carli and G. Picci",
	title="On the  Factorization Approach to  Band Extension  of Block-Circulant Matrices",
	booktitle="Proc. of Int. Symp. Mathematical Theory of Network and Systems",
	year="2010",
	month="July",
	location="Budapest, Hungary"
}

@inproceedings{CG_MTNS2010,
	author="F.P. Carli and T.T. Georgiou",
	title="On the Maximum Entropy Completion of Circulant Covariance Matrices",
	booktitle="Proc. of Int. Symp. Mathematical Theory of Network and Systems",
	year="2010",
	month="July",
	location="Budapest, Hungary"
}

@inproceedings{PiCa2009,
	author="G. Picci and F.P. Carli",
	title="Modeling and Identification of Reciprocal Processes",
	booktitle="48th IEEE Conference on Decision and Control (CDC 2009)",
	year="2009"
}

@inproceedings{PiCa2008,
	author="G. Picci and F.P. Carli",
	title="Modelling and Simulation of Images by Reciprocal Processes",
	booktitle="Proc. of EUROSIM/UKSIM08",
	year="2008"
}