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ORCIDAlessandro Chiuso
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- affiliation: University of Padova, Department of Information Engineering, Italy
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2020 – today
- 2024
[j46]Karan Kabbur Hanumanthappa Manjunatha
, Giorgia Baron, Danilo Benozzo, Erica Silvestri, Maurizio Corbetta, Alessandro Chiuso, Alessandra Bertoldo, Samir Suweis, Michele Allegra:
Controlling target brain regions by optimal selection of input nodes. PLoS Comput. Biol. 20(1) (2024)- [c77]Antonio Fazzi, Alessandro Chiuso:
Simulation of Nonlinear Systems Trajectories: between Models and Behaviors *. CoDIT 2024: 2049-2054 - [i22]Feiran Zhao, Florian Dörfler, Alessandro Chiuso, Keyou You:
Data-Enabled Policy Optimization for Direct Adaptive Learning of the LQR. CoRR abs/2401.14871 (2024) - 2023
- [j45]Valentina Breschi, Alessandro Chiuso, Simone Formentin:
Data-driven predictive control in a stochastic setting: a unified framework. Autom. 152: 110961 (2023) - [j44]Arman Aitkulov, Leonardo Marcon, Alessandro Chiuso, Luca Palmieri, Andrea Galtarossa:
Machine Learning Estimation of the Phase at the Fading Points of an OFDR-Based Distributed Sensor. Sensors 23(1): 262 (2023) - [c76]Umberto Casti, Giacomo Baggio, Danilo Benozzo, Sandro Zampieri, Alessandra Bertoldo, Alessandro Chiuso:
Dynamic Brain Networks with Prescribed Functional Connectivity. CDC 2023: 709-714 - [c75]Valentina Breschi, Alessandro Chiuso, Marco Fabris, Simone Formentin:
On the Impact of Regularization in Data-Driven Predictive Control. CDC 2023: 3061-3066 - [i21]Valentina Breschi, Alessandro Chiuso, Marco Fabris, Simone Formentin:
On the impact of regularization in data-driven predictive control. CoRR abs/2304.00263 (2023) - [i20]Umberto Casti, Giacomo Baggio, Danilo Benozzo, Sandro Zampieri, Alessandra Bertoldo, Alessandro Chiuso:
Dynamic Brain Networks with Prescribed Functional Connectivity. CoRR abs/2310.07262 (2023) - [i19]Alessandro Chiuso, Marco Fabris, Valentina Breschi, Simone Formentin:
Harnessing the Final Control Error for Optimal Data-Driven Predictive Control. CoRR abs/2312.14788 (2023) - 2022
- [j43]Gianluigi Pillonetto, Alessandro Chiuso:
Linear system identification using the sequential stabilizing spline algorithm. Autom. 138: 110169 (2022) - [j42]Mirko Mazzoleni, Alessandro Chiuso, Matteo Scandella, Simone Formentin, Fabio Previdi:
Kernel-based system identification with manifold regularization: A Bayesian perspective. Autom. 142: 110419 (2022) - [c74]Francesco Zanini, Alessandro Chiuso:
Value-function estimation and uncertainty propagation in Reinforcement Learning: a Koopman operator approach. CDC 2022: 777-782 - [c73]Elvina Gindullina, Mattia Zorzi, Alessandra Bertoldo, Alessandro Chiuso:
Generalized DCM models for pre-filtering compensation. CDC 2022: 880-885 - [c72]Luca Zancato, Alessandro Chiuso:
Sampling matters: SGD smoothing through importance sampling. CDC 2022: 3359-3364 - [i18]Luca Zancato, Alessandro Achille, Giovanni Paolini, Alessandro Chiuso, Stefano Soatto:
Stacked Residuals of Dynamic Layers for Time Series Anomaly Detection. CoRR abs/2202.12457 (2022) - [i17]Valentina Breschi, Alessandro Chiuso, Simone Formentin:
The role of regularization in data-driven predictive control. CoRR abs/2203.10846 (2022) - [i16]Valentina Breschi, Marco Fabris, Simone Formentin, Alessandro Chiuso:
Uncertainty-aware data-driven predictive control in a stochastic setting. CoRR abs/2211.10321 (2022) - 2021
- [j41]Simone Formentin, Alessandro Chiuso:
Control-oriented regularization for linear system identification. Autom. 127: 109539 (2021) - [c71]Elvina Gindullina, Mattia Zorzi, Alessandra Bertoldo, Alessandro Chiuso:
Estimating Effective Connectivity using Brain Partitioning. CDC 2021: 1574-1579 - [c70]Francesco Zanini, Alessandro Chiuso:
Data-Driven Control of Nonlinear Systems: Learning Koopman Operators for Policy Gradient. CDC 2021: 6491-6496 - [i15]Francesco Zanini, Alessandro Chiuso:
Estimating Koopman operators for nonlinear dynamical systems: a nonparametric approach. CoRR abs/2103.13752 (2021) - [i14]Luca Zancato, Alessandro Chiuso:
A novel Deep Neural Network architecture for non-linear system identification. CoRR abs/2106.03078 (2021) - 2020
- [j40]Giulia Prando, Mattia Zorzi, Alessandra Bertoldo, Maurizio Corbetta, Marco Zorzi, Alessandro Chiuso:
Sparse DCM for whole-brain effective connectivity from resting-state fMRI data. NeuroImage 208: 116367 (2020) - [j39]Diego Romeres, Mattia Zorzi, Raffaello Camoriano, Silvio Traversaro, Alessandro Chiuso:
Derivative-Free Online Learning of Inverse Dynamics Models. IEEE Trans. Control. Syst. Technol. 28(3): 816-830 (2020) - [c69]Alessandro Chiuso, Simone Formentin, Francesco Zanini:
Non-iterative control-oriented regularization for linear system identification. CDC 2020: 2252-2257
2010 – 2019
- 2019
- [j38]Alessandro Chiuso, Gianluigi Pillonetto:
System Identification: A Machine Learning Perspective. Annu. Rev. Control. Robotics Auton. Syst. 2: 281-304 (2019) - [j37]Gianluigi Pillonetto, Alessandro Chiuso, Giuseppe De Nicolao:
Stable spline identification of linear systems under missing data. Autom. 108 (2019) - [c68]Anna Scampicchio, Alessandro Chiuso, Simone Formentin, Gianluigi Pillonetto:
Bayesian Kernel-Based Linear Control Design. CDC 2019: 822-827 - [i13]Gianluigi Pillonetto, Alessandro Chiuso, Giuseppe De Nicolao:
Stable spline identification of linear systems under missing data. CoRR abs/1908.03913 (2019) - 2018
- [j36]Mattia Zorzi, Alessandro Chiuso:
The harmonic analysis of kernel functions. Autom. 94: 125-137 (2018) - [c67]Simone Formentin, Alessandro Chiuso:
CoRe: Control-oriented Regularization for System Identification. CDC 2018: 2253-2258 - [i12]Giulia Prando, Mattia Zorzi, Alessandra Bertoldo, Alessandro Chiuso:
The role of noise modeling in the estimation of resting-state brain effective connectivity. CoRR abs/1802.05533 (2018) - [i11]Diego Romeres, Mattia Zorzi, Raffaello Camoriano, Silvio Traversaro, Alessandro Chiuso:
Derivative-free online learning of inverse dynamics models. CoRR abs/1809.05074 (2018) - 2017
- [j35]Mattia Zorzi, Alessandro Chiuso:
Sparse plus low rank network identification: A nonparametric approach. Autom. 76: 355-366 (2017) - [j34]Giulia Prando, Alessandro Chiuso, Gianluigi Pillonetto:
Maximum Entropy vector kernels for MIMO system identification. Autom. 79: 326-339 (2017) - [j33]Subhrakanti Dey, Alessandro Chiuso, Luca Schenato:
Feedback Control Over Lossy SNR-Limited Channels: Linear Encoder-Decoder-Controller Design. IEEE Trans. Autom. Control. 62(6): 3054-3061 (2017) - [c66]Giulia Prando, Mattia Zorzi, Alessandra Bertoldo, Alessandro Chiuso:
Estimating effective connectivity in linear brain network models. CDC 2017: 5931-5936 - 2016
- [j32]Alessandro Chiuso:
Regularization and Bayesian learning in dynamical systems: Past, present and future. Annu. Rev. Control. 41: 24-38 (2016) - [j31]Tianshi Chen, Tohid Ardeshiri, Francesca P. Carli, Alessandro Chiuso, Lennart Ljung, Gianluigi Pillonetto:
Maximum entropy properties of discrete-time first-order stable spline kernel. Autom. 66: 34-38 (2016) - [j30]Gianluigi Pillonetto, Tianshi Chen, Alessandro Chiuso, Giuseppe De Nicolao, Lennart Ljung:
Regularized linear system identification using atomic, nuclear and kernel-based norms: The role of the stability constraint. Autom. 69: 137-149 (2016) - [c65]Diego Romeres, Mattia Zorzi, Raffaello Camoriano, Alessandro Chiuso:
Online semi-parametric learning for inverse dynamics modeling. CDC 2016: 2945-2950 - [c64]Giulia Prando, Diego Romeres, Alessandro Chiuso:
Online identification of time-varying systems: A Bayesian approach. CDC 2016: 3775-3780 - [c63]Tianshi Chen, Gianluigi Pillonetto, Alessandro Chiuso, Lennart Ljung:
Continuous-time DC kernel - A stable generalized first order spline kernel. CDC 2016: 4647-4652 - [c62]Gianmarco Rallo, Simone Formentin, Alessandro Chiuso, Sergio M. Savaresi:
Virtual reference feedback tuning with Bayesian regularization. ECC 2016: 507-512 - [c61]Diego Romeres, Giulia Prando, Gianluigi Pillonetto, Alessandro Chiuso:
On-line Bayesian system identification. ECC 2016: 1359-1364 - [c60]Giulia Prando, Diego Romeres, Gianluigi Pillonetto, Alessandro Chiuso:
Classical vs. Bayesian methods for linear system identification: Point estimators and confidence sets. ECC 2016: 1365-1370 - [c59]Stefano Soatto, Alessandro Chiuso:
Modeling Visual Representations: Defining Properties and Deep Approximations. ICLR (Poster) 2016 - [i10]Diego Romeres, Giulia Prando, Gianluigi Pillonetto, Alessandro Chiuso:
On-line Bayesian System Identification. CoRR abs/1601.04251 (2016) - [i9]Diego Romeres, Mattia Zorzi, Alessandro Chiuso:
Online semi-parametric learning for inverse dynamics modeling. CoRR abs/1603.05412 (2016) - [i8]Giulia Prando, Diego Romeres, Alessandro Chiuso:
Online Identification of Time-Varying Systems: a Bayesian approach. CoRR abs/1609.07393 (2016) - 2015
- [j29]Gianluigi Pillonetto, Alessandro Chiuso:
Tuning complexity in regularized kernel-based regression and linear system identification: The robustness of the marginal likelihood estimator. Autom. 58: 106-117 (2015) - [j28]Silvia Bonettini, Alessandro Chiuso, Marco Prato:
A Scaled Gradient Projection Method for Bayesian Learning in Dynamical Systems. SIAM J. Sci. Comput. 37(3) (2015) - [c58]Giulia Prando, Alessandro Chiuso:
Model reduction for linear bayesian system identification. CDC 2015: 2121-2126 - [c57]Tianshi Chen, Gianluigi Pillonetto, Alessandro Chiuso, Lennart Ljung:
Spectral analysis of the DC kernel for regularized system identification. CDC 2015: 4017-4022 - [c56]Mattia Zorzi, Alessandro Chiuso:
A Bayesian approach to sparse plus low rank network identification. CDC 2015: 7386-7391 - [c55]Georgios Georgiadis, Alessandro Chiuso, Stefano Soatto:
Texture representations for image and video synthesis. CVPR 2015: 2058-2066 - [c54]Subhrakanti Dey, Alessandro Chiuso, Luca Schenato:
Linear encoder-decoder-controller design over channels with packet loss and quantization noise. ECC 2015: 934-939 - [c53]Diego Romeres, Gianluigi Pillonetto, Alessandro Chiuso:
Identification of stable models via nonparametric prediction error methods. ECC 2015: 2044-2049 - [c52]Konstantine Tsotsos, Alessandro Chiuso, Stefano Soatto:
Robust inference for visual-inertial sensor fusion. ICRA 2015: 5203-5210 - [c51]Stefano Soatto, Alessandro Chiuso:
Visual Scene Representations: Sufficiency, Minimality, Invariance and Deep Approximations. ICLR (Workshop) 2015 - [r1]Alessandro Chiuso:
System Identification Techniques: Convexification, Regularization, and Relaxation. Encyclopedia of Systems and Control 2015 - [i7]Tianshi Chen, Tohid Ardeshiri, Francesca P. Carli, Alessandro Chiuso, Lennart Ljung, Gianluigi Pillonetto:
Maximum entropy properties of discrete-time first-order stable spline kernel. CoRR abs/1504.03253 (2015) - [i6]Gianluigi Pillonetto, Tianshi Chen, Alessandro Chiuso, Giuseppe De Nicolao, Lennart Ljung:
Regularized linear system identification using atomic, nuclear and kernel-based norms: the role of the stability constraint. CoRR abs/1507.00564 (2015) - [i5]Giulia Prando, Gianluigi Pillonetto, Alessandro Chiuso:
Maximum Entropy Vector Kernels for MIMO system identification. CoRR abs/1508.02865 (2015) - [i4]Alessandro Chiuso:
Regularization and Bayesian Learning in Dynamical Systems: Past, Present and Future. CoRR abs/1511.01543 (2015) - 2014
- [j27]Alessandro Chiuso, Nicola Laurenti, Luca Schenato, Andrea Zanella:
LQG-like control of scalar systems over communication channels: The role of data losses, delays and SNR limitations. Autom. 50(12): 3155-3163 (2014) - [j26]Aleksandr Y. Aravkin, James V. Burke, Alessandro Chiuso, Gianluigi Pillonetto:
Convex vs non-convex estimators for regression and sparse estimation: the mean squared error properties of ARD and GLasso. J. Mach. Learn. Res. 15(1): 217-252 (2014) - [j25]Tianshi Chen, Martin S. Andersen, Lennart Ljung, Alessandro Chiuso, Gianluigi Pillonetto:
System Identification Via Sparse Multiple Kernel-Based Regularization Using Sequential Convex Optimization Techniques. IEEE Trans. Autom. Control. 59(11): 2933-2945 (2014) - [j24]Subhrakanti Dey, Alessandro Chiuso, Luca Schenato:
Remote Estimation With Noisy Measurements Subject to Packet Loss and Quantization Noise. IEEE Trans. Control. Netw. Syst. 1(3): 204-217 (2014) - [c50]Tianshi Chen, Martin S. Andersen, Alessandro Chiuso, Gianluigi Pillonetto, Lennart Ljung:
Anomaly detection in homogenous populations: A sparse multiple kernel-based regularization method. CDC 2014: 265-270 - [c49]Giulia Prando, Alessandro Chiuso, Gianluigi Pillonetto:
Bayesian and regularization approaches to multivariable linear system identification: The role of rank penalties. CDC 2014: 1482-1487 - [c48]Alessandro Chiuso, Tianshi Chen, Lennart Ljung, Gianluigi Pillonetto:
On the design of multiple kernels for nonparametric linear system identification. CDC 2014: 3346-3351 - [c47]Alessandro Chiuso, Gianluigi Pillonetto:
Bayesian and nonparametric methods for system identification and model selection. ECC 2014: 2376-2381 - [c46]Gianluigi Pillonetto, Alessandro Chiuso:
Tuning complexity in kernel-based linear system identification: The robustness of the marginal likelihood estimator. ECC 2014: 2386-2391 - [i3]Silvia Bonettini, Alessandro Chiuso, Marco Prato:
A scaled gradient projection method for Bayesian learning in dynamical systems. CoRR abs/1406.6603 (2014) - [i2]Giulia Prando, Alessandro Chiuso, Gianluigi Pillonetto:
Bayesian and regularization approaches to multivariable linear system identification: the role of rank penalties. CoRR abs/1409.8327 (2014) - [i1]Konstantine Tsotsos, Alessandro Chiuso, Stefano Soatto:
Robust Inference for Visual-Inertial Sensor Fusion. CoRR abs/1412.4862 (2014) - 2013
- [c45]Alessandro Chiuso, Nicola Laurenti, Luca Schenato, Andrea Zanella:
LQG cheap control over SNR-limited lossy channels with delay. CDC 2013: 3988-3993 - [c44]Tianshi Chen, Alessandro Chiuso, Gianluigi Pillonetto, Lennart Ljung:
Rank-1 kernels for regularized system identification. CDC 2013: 5162-5167 - [c43]Alessandro Chiuso, Tianshi Chen, Lennart Ljung, Gianluigi Pillonetto:
Regularization strategies for nonparametric system identification. CDC 2013: 6013-6018 - [c42]Subhrakanti Dey, Alessandro Chiuso, Luca Schenato:
Remote estimation subject to packet loss and quantization noise. CDC 2013: 6097-6104 - [c41]Georgios Georgiadis, Alessandro Chiuso, Stefano Soatto:
Texture Compression. DCC 2013: 221-230 - [c40]Alessandro Chiuso, Nicola Laurenti, Luca Schenato, Andrea Zanella:
LQG cheap control subject to packet loss and SNR limitations. ECC 2013: 2374-2379 - [c39]Vasiliy Karasev, Alessandro Chiuso, Stefano Soatto:
Control recognition bounds for visual learning and exploration. ITA 2013: 1-8 - 2012
- [j23]Alessandro Chiuso, Gianluigi Pillonetto:
A Bayesian approach to sparse dynamic network identification. Autom. 48(8): 1553-1565 (2012) - [c38]Tianshi Chen, Lennart Ljung, Martin S. Andersen, Alessandro Chiuso, Francesca Paola Carli, Gianluigi Pillonetto:
Sparse multiple kernels for impulse response estimation with majorization minimization algorithms. CDC 2012: 1500-1505 - [c37]Ruggero Carli, Tianshi Chen, Alessandro Chiuso, Lennart Ljung, Gianluigi Pillonetto:
On the estimation of hyperparameters for Bayesian system identification with exponentially decaying kernels. CDC 2012: 5260-5265 - [c36]Vasiliy Karasev, Alessandro Chiuso, Stefano Soatto:
Controlled Recognition Bounds for Visual Learning and Exploration. NIPS 2012: 2924-2932 - 2011
- [j22]Gianluigi Pillonetto, Alessandro Chiuso, Giuseppe De Nicolao:
Prediction error identification of linear systems: A nonparametric Gaussian regression approach. Autom. 47(2): 291-305 (2011) - [j21]Alessandro Chiuso, Luca Schenato:
Information fusion strategies and performance bounds in packet-drop networks. Autom. 47(7): 1304-1316 (2011) - [j20]Alessandro Chiuso, Fabio Fagnani, Luca Schenato, Sandro Zampieri:
Gossip Algorithms for Simultaneous Distributed Estimation and Classification in Sensor Networks. IEEE J. Sel. Top. Signal Process. 5(4): 691-706 (2011) - [j19]Ruggero Carli, Alessandro Chiuso, Luca Schenato, Sandro Zampieri:
Optimal Synchronization for Networks of Noisy Double Integrators. IEEE Trans. Autom. Control. 56(5): 1146-1152 (2011) - [j18]Gianluigi Pillonetto, Minh Ha Quang, Alessandro Chiuso:
A New Kernel-Based Approach for NonlinearSystem Identification. IEEE Trans. Autom. Control. 56(12): 2825-2840 (2011) - [c35]Alessandro Chiuso, Fabio Fagnani, Luca Schenato, Sandro Zampieri:
Gossip algorithms for distributed ranking. ACC 2011: 5468-5473 - [c34]Aleksandr Y. Aravkin, James V. Burke, Alessandro Chiuso, Gianluigi Pillonetto:
Convex vs nonconvex approaches for sparse estimation: Lasso, Multiple Kernel Learning and Hyperparameter Lasso. CDC/ECC 2011: 156-161 - [c33]Stefano Soatto, Alessandro Chiuso:
Controlled Recognition Bounds for Scaling and Occlusion Channels. DCC 2011: 477 - 2010
- [j17]Alessandro Chiuso:
On the Asymptotic Properties of Closed-Loop CCA-Type Subspace Algorithms: Equivalence Results and Role of the Future Horizon. IEEE Trans. Autom. Control. 55(3): 634-649 (2010) - [j16]Alessandro Chiuso, Riccardo Muradore, Enrico Marchetti:
Dynamic Calibration of Adaptive Optics Systems: A System Identification Approach. IEEE Trans. Control. Syst. Technol. 18(3): 705-713 (2010) - [c32]Gianluigi Pillonetto, Alessandro Chiuso, Giuseppe De Nicolao:
Regularized estimation of sums of exponentials in spaces generated by stable spline kernels. ACC 2010: 498-503 - [c31]Alessandro Chiuso, Riccardo Muradore, Emmanuel Aller-Carpentier:
Sparse calibration of an extreme Adaptive Optics system. CDC 2010: 1159-1164 - [c30]Alessandro Chiuso, Gianluigi Pillonetto:
Nonparametric sparse estimators for identification of large scale linear systems. CDC 2010: 2942-2947 - [c29]Alessandro Chiuso, Gianluigi Pillonetto:
Learning sparse dynamic linear systems using stable spline kernels and exponential hyperpriors. NIPS 2010: 397-405
2000 – 2009
- 2009
- [j15]Gianluigi Pillonetto, Alessandro Chiuso:
Fast computation of smoothing splines subject to equality constraints. Autom. 45(12): 2842-2849 (2009) - [c28]Gianluigi Pillonetto, Alessandro Chiuso:
A Bayesian learning approach to linear system identification with missing data. CDC 2009: 4698-4703 - [c27]Alessandro Chiuso, Luca Schenato:
Performance bounds for information fusion strategies in packet-drop networks. ECC 2009: 4326-4331 - 2008
- [j14]Alessandro Chiuso, Giorgio Picci, Stefano Soatto:
Wide-Sense Estimation on the Special Orthogonal Group. Commun. Inf. Syst. 8(3): 185-200 (2008) - [j13]Ruggero Carli, Alessandro Chiuso, Luca Schenato, Sandro Zampieri:
Distributed Kalman filtering based on consensus strategies. IEEE J. Sel. Areas Commun. 26(4): 622-633 (2008) - [c26]Gianluigi Pillonetto, Alessandro Chiuso, Giuseppe De Nicolao:
Predictor estimation via Gaussian regression. CDC 2008: 744-749 - [c25]Alessandro Chiuso, Riccardo Muradore, Enrico Marchetti:
Dynamic calibration of adaptive optics systems: A system identification approach. CDC 2008: 750-755 - [c24]Alessandro Chiuso, Luca Schenato:
Information fusion strategies from distributed filters in packet-drop networks. CDC 2008: 1079-1084 - [c23]Alessandro Chiuso, Gianluigi Pillonetto, Giuseppe De Nicolao:
Subspace identification using predictor estimation via Gaussian regression. CDC 2008: 3299-3304 - [c22]Alessandro Chiuso, Giorgio Picci:
Some identification techniques in computer vision. CDC 2008: 3935-3946 - 2007
- [j12]Alessandro Chiuso:
The role of vector autoregressive modeling in predictor-based subspace identification. Autom. 43(6): 1034-1048 (2007) - [j11]Alessandro Bissacco, Alessandro Chiuso, Stefano Soatto:
Classification and Recognition of Dynamical Models: The Role of Phase, Independent Components, Kernels and Optimal Transport. IEEE Trans. Pattern Anal. Mach. Intell. 29(11): 1958-1972 (2007) - [j10]Alessandro Chiuso:
On the Relation Between CCA and Predictor-Based Subspace Identification. IEEE Trans. Autom. Control. 52(10): 1795-1812 (2007) - [c21]Alessandro Chiuso:
Some insights on the choice of the future horizon in closed-loop CCA-type Subspace Algorithms. ACC 2007: 840-845 - [c20]Alessandro Chiuso, Riccardo Muradore, Enrico Fedrigo:
Adaptive Optics Systems: A Challenge for Closed Loop Subspace Identifcation. ACC 2007: 2949-2954 - [c19]Ruggero Carli, Alessandro Chiuso, Luca Schenato, Sandro Zampieri:
Distributed Kalman filtering using consensus strategies. CDC 2007: 5486-5491 - 2006
- [j9]Alessandro Chiuso:
Asymptotic variance of closed-loop subspace identification methods. IEEE Trans. Autom. Control. 51(8): 1299-1314 (2006) - [c18]Alessandro Chiuso:
The Role of Vector AutoRegressive Modeling in Subspace Identification. CDC 2006: 3646-3651 - [c17]Andrea Masiero, Alessandro Chiuso:
Non Linear Temporal Textures Synthesis: A Monte Carlo Approach. ECCV (2) 2006: 283-294 - 2005
- [j8]Alessandro Chiuso, Giorgio Picci:
Consistency analysis of some closed-loop subspace identification methods. Autom. 41(3): 377-391 (2005) - [c16]Alessandro Chiuso:
On the relation between CCA and predictor-based subspace identification. CDC/ECC 2005: 4976-4982 - [c15]Ruggero Frezza, Alessandro Chiuso:
Learning and exploiting invariants for multi-target tracking and data association. CDC/ECC 2005: 6053-6058 - [c14]Alessandro Chiuso, Augusto Ferrante, Giorgio Picci:
Reciprocal realization and modeling of textured images. CDC/ECC 2005: 6059-6064 - 2004
- [j7]Alessandro Chiuso, Giorgio Picci:
On the ill-conditioning of subspace identification with inputs. Autom. 40(4): 575-589 (2004) - [j6]Alessandro Chiuso, Giorgio Picci:
Numerical conditioning and asymptotic variance of subspace estimates. Autom. 40(4): 677-683 (2004) - [j5]Alessandro Chiuso, Giorgio Picci:
Subspace identification by data orthogonalization and model decoupling. Autom. 40(10): 1689-1703 (2004) - [j4]Alessandro Chiuso, Giorgio Picci:
Asymptotic variance of subspace methods by data orthogonalization and model decoupling: a comparative analysis. Autom. 40(10): 1705-1717 (2004) - [c13]Alessandro Chiuso, Giorgio Picci:
Consistency analysis of closed-loop subspace identification. CDC 2004: 2188-2194 - [c12]Alessandro Chiuso:
Asymptotic variance of a certain closed-loop subspace identification method. CDC 2004: 2201-2206 - [c11]Giambattista Gennari, Alessandro Chiuso, Fabio Cuzzolin, Ruggero Frezza:
Integration of shape constraints in data association filters. CDC 2004: 2668-2673 - [c10]Payam Saisan, Alessandro Bissacco, Alessandro Chiuso, Stefano Soatto:
Modeling and Synthesis of Facial Motion Driven by Speech. ECCV (3) 2004: 456-467 - 2003
- [j3]Gianfranco Doretto, Alessandro Chiuso, Ying Nian Wu, Stefano Soatto:
Dynamic Textures. Int. J. Comput. Vis. 51(2): 91-109 (2003) - [c9]René Vidal, Alessandro Chiuso, Stefano Soatto, Shankar Sastry:
Observability of Linear Hybrid Systems. HSCC 2003: 526-539 - 2002
- [j2]Alessandro Chiuso, Paolo Favaro, Hailin Jin, Stefano Soatto:
Structure from Motion Causally Integrated Over Time. IEEE Trans. Pattern Anal. Mach. Intell. 24(4): 523-535 (2002) - [c8]Giambattista Gennari, Alessandro Chiuso, Fabio Cuzzolin, Ruggero Frezza:
Integrating shape and dynamic probabilistic models for data association and tracking. CDC 2002: 2409-2414 - [c7]René Vidal, Alessandro Chiuso, Stefano Soatto:
Observability and identifiability of jump linear systems. CDC 2002: 3614-3619 - 2001
- [c6]Alessandro Chiuso, Giorgio Picci:
Asymptotic variances of subspace estimates. CDC 2001: 3910-3915 - [c5]Alessandro Bissacco, Alessandro Chiuso, Yi Ma, Stefano Soatto:
Recognition of Human Gaits. CVPR (2) 2001: 52-57 - 2000
- [j1]Alessandro Chiuso, Roger W. Brockett, Stefano Soatto:
Optimal Structure from Motion: Local Ambiguities and Global Estimates. Int. J. Comput. Vis. 39(3): 195-228 (2000) - [c4]Alessandro Chiuso, Stefano Soatto:
Monte Carlo filtering on Lie groups. CDC 2000: 304-309 - [c3]Alessandro Chiuso, Giorgio Picci:
Probing inputs for subspace identification. CDC 2000: 1544-1549 - [c2]Alessandro Chiuso, Paolo Favaro, Hailin Jin, Stefano Soatto:
3-D Motion and Structure from 2-D Motion Causally Integrated over Time: Implementation. ECCV (2) 2000: 734-750
1990 – 1999
- 1997
- [c1]Alessandro Chiuso, Giorgio Picci:
Visual tracking of points as estimation on the unit sphere. Block Island Workshop on Vision and Control 1997: 90-105
Coauthor Index
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Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
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OpenAlex data
Load additional information about publications from 
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last updated on 2024-11-14 00:51 CET by the dblp team
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