| Maximum Entropy Kernels for System Identification FP Carli, T Chen, L Ljung IEEE Transactions on Automatic Control, 62 (3), 1471-1477, 2017 | 64 | 2017 |
| 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 | 64 | 2011 |
| 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 | 57 | 2016 |
| 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 | 36 | 2012 |
| Modelling and simulation of images by reciprocal processes G Picci, F Carli Computer Modeling and Simulation, 2008. UKSIM 2008. Tenth International …, 2008 | 34 | 2008 |
| 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 | 25 | 2014 |
| Convex Clustering via Optimal Mass Transport FP Carli, L Ning, TT Georgiou arXiv preprint arXiv:1307.5459, 2013 | 22* | 2013 |
| On the covariance completion problem under a circulant structure FP Carli, TT Georgiou IEEE Transactions on Automatic Control 56 (4), 918-922, 2011 | 22 | 2011 |
| 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 | 21 | 2014 |
| 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 | 16 | 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 | 13 | 2012 |
| 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 | 12 | 2012 |
| Modeling and Estimation of Discrete-Time Reciprocal Processes via Probabilistic Graphical Models FP Carli arXiv preprint arXiv:1603.04419, 2016 | 7 | 2016 |
| 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 | 5 | 2010 |
| 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 | 4 | 2016 |
| 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 | 2 | 2010 |
| A Factorization Approach to Smoothing of Hidden Reciprocal Models FP Carli, AC Carli 2018 26th European Signal Processing Conference (EUSIPCO), 1122-1126, 2018 | 1 | 2018 |
| On the projective geometry of Kalman filter FP Carli, R Sepulchre 2015 54th IEEE Conference on Decision and Control (CDC), 2420-2425, 2015 | 1 | 2015 |
| 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 | 1 | 2013 |
| 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 |
Lennart LjungProfessor of Automatic Control, Linköping University, SwedenBestätigte E-Mail-Adresse bei isy.liu.se
