Author

Alessandro Chiuso

Observed names: A Chiuso, A. Chiuso, CHIUSO, ALESSANDRO, Chiuso A., Chiuso, A., Chiuso, Alessandro

Observed institutions: Uppsala University, University of Padua, Washington University in St. Louis, ETH Zurich, Beijing National Research Center for Information Science and Technology, Technical University of Denmark, Tsinghua University

ORCID: 0000-0002-4410-6101

Observed ORCID: 0000-0002-4410-6101

OpenAlex ID: A5062648585

Dynamic Textures

2003 · Gianfranco Doretto, Alessandro Chiuso, et al. · International Journal of Computer Vision · 885

Distributed Kalman filtering based on consensus strategies

2008 · Ruggero Carli, Alessandro Chiuso, et al. · IEEE Journal on Selected Areas in Communications · 511

Structure from motion causally integrated over time

2002 · A. Chiuso, P. Favaro, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 324

The role of vector autoregressive modeling in predictor-based subspace identification

2007 · Alessandro Chiuso · Automatica · 265

Observability of Linear Hybrid Systems

2003 · René Vidal, Alessandro Chiuso, et al. · Lecture notes in computer science · 258

Prediction error identification of linear systems: A nonparametric Gaussian regression approach

2010 · Gianluigi Pillonetto, Alessandro Chiuso, et al. · Automatica · 224

Consistency analysis of some closed-loop subspace identification methods

2004 · Alessandro Chiuso, Giorgio Picci · Automatica · 196

Observability and identifiability of jump linear systems

2004 · R. Vidal, A. Chiuso, et al. · Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes · 182

A Bayesian approach to sparse dynamic network identification

2012 · Alessandro Chiuso, Gianluigi Pillonetto · Automatica · 171

System Identification Via Sparse Multiple Kernel-Based Regularization Using Sequential Convex Optimization Techniques

2014 · Tianshi Chen, Martin S. Andersen, et al. · IEEE Transactions on Automatic Control · 169

Recognition of human gaits

2005 · A. Bissacco, A. Chiuso, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 150

System Identification: A Machine Learning Perspective

2018 · A. Chiuso, G. Pillonetto · Annual Review of Control Robotics and Autonomous Systems · 142

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Optimal Synchronization for Networks of Noisy Double Integrators

2011 · Ruggero Carli, Alessandro Chiuso, et al. · IEEE Transactions on Automatic Control · 109

On the Relation Between CCA and Predictor-Based Subspace Identification

2007 · A. Chiuso · IEEE Transactions on Automatic Control · 109

A New Kernel-Based Approach for NonlinearSystem Identification

2011 · Gianluigi Pillonetto, Minh Ha Quang, et al. · IEEE Transactions on Automatic Control · 108

Regularized System Identification

2022 · Gianluigi Pillonetto, Tianshi Chen, et al. · Communications and control engineering/Communications and control engineering series · 106

Optimal Structure from Motion: Local Ambiguities and Global Estimates

2000 · Alessandro Chiuso, Roger Brockett, et al. · International Journal of Computer Vision · 100

Tuning complexity in regularized kernel-based regression and linear system identification: The robustness of the marginal likelihood estimator

2015 · Gianluigi Pillonetto, Alessandro Chiuso · Automatica · 92

A PI Consensus Controller for Networked Clocks Synchronization

2008 · R. Carli, A. Chiuso, et al. · IFAC Proceedings Volumes · 91

The asymptotic variance of subspace estimates

2003 · Alessandro Chiuso, Giorgio Picci · Journal of Econometrics · 88

Data-driven predictive control in a stochastic setting: a unified framework

2023 · Valentina Breschi, Alessandro Chiuso, et al. · Automatica · 75

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Sparse plus low rank network identification: A nonparametric approach

2017 · Mattia Zorzi, Alessandro Chiuso · Automatica · 72

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On the ill-conditioning of subspace identification with inputs

2004 · Alessandro Chiuso, Giorgio Picci · Automatica · 71

Information fusion strategies and performance bounds in packet-drop networks

2011 · Alessandro Chiuso, Luca Schenato · Automatica · 69

Distributed Kalman filtering using consensus strategies

2007 · Ruggero Carli, Alessandro Chiuso, et al. · Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes · 67

Works count: 267

Citation count: 6,854

H-index: 38

I10-index: 101