Francesca Paola Carli
Francesca Paola Carli
Postdoctoral Associate, University of Cambridge
Bestätigte E-Mail-Adresse bei eng.cam.ac.uk - Startseite
Titel
Zitiert von
Zitiert von
Jahr
A maximum entropy solution of the covariance extension problem for reciprocal processes
FP Carli, A Ferrante, M Pavon, G Picci
IEEE Transactions on Automatic Control 56 (9), 1999-2012, 2011
512011
Maximum Entropy Kernels for System Identification
FP Carli, T Chen, L Ljung
IEEE Transactions on Automatic Control, 62 (3), 1471-1477, 2017
272017
Modelling and simulation of images by reciprocal processes
G Picci, F Carli
Computer Modeling and Simulation, 2008. UKSIM 2008. Tenth International …, 2008
272008
Maximum entropy properties of discrete-time first-order stable spline kernel
T Chen, T Ardeshiri, FP Carli, A Chiuso, L Ljung, G Pillonetto
Automatica 66, 34-38, 2016
262016
On the covariance completion problem under a circulant structure
FP Carli, TT Georgiou
IEEE Transactions on Automatic Control 56 (4), 918-922, 2011
202011
Efficient algorithms for large scale linear system identification using stable spline estimators
FP Carli, A Chiuso, G Pillonetto
16th IFAC Symposium on System Identification, 119-124, 2012
172012
Convex Clustering via Optimal Mass Transport
FP Carli, L Ning, TT Georgiou
arXiv preprint arXiv:1307.5459, 2013
14*2013
Sparse multiple kernels for impulse response estimation with majorization minimization algorithms
T Chen, L Ljung, M Andersen, A Chiuso, F Carli, G Pillonetto
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on, 1500-1505, 2012
122012
On the maximum entropy property of the first-order stable spline kernel and its implications
FP Carli
Proceedings of the 2014 IEEE Multi-Conference on Systems and Control, 409-414, 2014
112014
An efficient algorithm for maximum entropy extension of block-circulant covariance matrices
FP Carli, A Ferrante, M Pavon, G Picci
Linear Algebra and its Applications 439 (8), 2309 - 2329, 2013
112013
On the estimation of hyperparameters for Bayesian system identification with exponentially decaying kernels
F Carli, T Chen, A Chiuso, L Ljung, G Pillonetto
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on, 5260-5265, 2012
102012
Modeling and Estimation of Discrete-Time Reciprocal Processes via Probabilistic Graphical Models
FP Carli
arXiv preprint arXiv:1603.04419, 2016
72016
Coping with model error in variational data assimilation using optimal mass transport
L Ning, FP Carli, AM Ebtehaj, E Foufoula‐Georgiou, TT Georgiou
Water Resources Research 50 (7), 5817-5830, 2014
62014
On the Geometry of Message Passing Algorithms for Gaussian Reciprocal Processes
FP Carli
2016 IEEE 55th Conference on Decision and Control (CDC), 4572-4577, 2016
42016
On the factorization approach to band extension of block-circulant matrices
F Carli, G Picci
Proceedings of the 19th Int. symposium on the mathematical theory of …, 2010
32010
On the projective geometry of Kalman filter
FP Carli, R Sepulchre
2015 54th IEEE Conference on Decision and Control (CDC), 2420-2425, 2015
12015
Coping with model uncertainty in data assimilation using optimal mass transport
L Ning, FP Carli, M Ebtehaj, E Foufoula-Georgiou, T Georgiou
AGU Fall Meeting Abstracts 1, 1313, 2013
12013
A maximum entropy solution of the covariance selection problem for reciprocal processes
F Carli, A Ferrante, M Pavon, G Picci
Three Decades of Progress in Control Sciences, 77-93, 2010
12010
A Factorization Approach to Smoothing of Hidden Reciprocal Models
FP Carli, AC Carli
2018 26th European Signal Processing Conference (EUSIPCO), 1122-1126, 2018
2018
Nonlinear transformations of marginalisation mappings for kernels on hidden Markov models
AC Carli, FP Carli
Machine Learning and Applications and Workshops (ICMLA), 2011 10th …, 2011
2011
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