 | 2011 |
|---|
| 33 |       | 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-ECE 2011: 156-161 |
| 32 | | Stefano Soatto,
Alessandro Chiuso:
Controlled Recognition Bounds for Scaling and Occlusion Channels.
DCC 2011: 477 |
| 31 | | Gianluigi Pillonetto,
Alessandro Chiuso,
Giuseppe De Nicolao:
Prediction error identification of linear systems: A nonparametric Gaussian regression approach.
Automatica 47(2): 291-305 (2011) |
| 30 | | Alessandro Chiuso,
Luca Schenato:
Information fusion strategies and performance bounds in packet-drop networks.
Automatica 47(7): 1304-1316 (2011) |
| 29 | | Gianluigi Pillonetto,
Minh Ha Quang,
Alessandro Chiuso:
A New Kernel-Based Approach for NonlinearSystem Identification.
IEEE Trans. Automat. Contr. 56(12): 2825-2840 (2011) |
| 28 | | Ruggero Carli,
Alessandro Chiuso,
Luca Schenato,
Sandro Zampieri:
Optimal Synchronization for Networks of Noisy Double Integrators.
IEEE Trans. Automat. Contr. 56(5): 1146-1152 (2011) |
| 27 | | Alessandro Chiuso,
Fabio Fagnani,
Luca Schenato,
Sandro Zampieri:
Gossip Algorithms for Simultaneous Distributed Estimation and Classification in Sensor Networks.
J. Sel. Topics Signal Processing 5(4): 691-706 (2011) |
| 2010 |
|---|
| 26 | | Alessandro Chiuso,
Riccardo Muradore,
Emmanuel Aller-Carpentier:
Sparse calibration of an extreme Adaptive Optics system.
CDC 2010: 1159-1164 |
| 25 | | Alessandro Chiuso,
Gianluigi Pillonetto:
Nonparametric sparse estimators for identification of large scale linear systems.
CDC 2010: 2942-2947 |
| 24 | | Alessandro Chiuso,
Gianluigi Pillonetto:
Learning sparse dynamic linear systems using stable spline kernels and exponential hyperpriors.
NIPS 2010: 397-405 |
| 2009 |
|---|
| 23 | | Gianluigi Pillonetto,
Alessandro Chiuso:
A Bayesian learning approach to linear system identification with missing data.
CDC 2009: 4698-4703 |
| 22 | | Gianluigi Pillonetto,
Alessandro Chiuso:
Fast computation of smoothing splines subject to equality constraints.
Automatica 45(12): 2842-2849 (2009) |
| 2008 |
|---|
| 21 | | Alessandro Chiuso,
Luca Schenato:
Information fusion strategies from distributed filters in packet-drop networks.
CDC 2008: 1079-1084 |
| 20 | | Alessandro Chiuso,
Gianluigi Pillonetto,
Giuseppe De Nicolao:
Subspace identification using predictor estimation via Gaussian regression.
CDC 2008: 3299-3304 |
| 19 | | Alessandro Chiuso,
Giorgio Picci:
Some identification techniques in computer vision.
CDC 2008: 3935-3946 |
| 18 | | Gianluigi Pillonetto,
Alessandro Chiuso,
Giuseppe De Nicolao:
Predictor estimation via Gaussian regression.
CDC 2008: 744-749 |
| 17 | | Alessandro Chiuso,
Riccardo Muradore,
Enrico Marchetti:
Dynamic calibration of adaptive optics systems: A system identification approach.
CDC 2008: 750-755 |
| 16 | | Ruggero Carli,
Alessandro Chiuso,
Luca Schenato,
Sandro Zampieri:
Distributed Kalman filtering based on consensus strategies.
IEEE Journal on Selected Areas in Communications 26(4): 622-633 (2008) |
| 2007 |
|---|
| 15 | | Alessandro Chiuso:
The role of vector autoregressive modeling in predictor-based subspace identification.
Automatica 43(6): 1034-1048 (2007) |
| 14 | | 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) |
| 2006 |
|---|
| 13 | | Andrea Masiero,
Alessandro Chiuso:
Non Linear Temporal Textures Synthesis: A Monte Carlo Approach.
ECCV (2) 2006: 283-294 |
| 2005 |
|---|
| 12 | | Alessandro Chiuso,
Giorgio Picci:
Consistency analysis of some closed-loop subspace identification methods.
Automatica 41(3): 377-391 (2005) |
| 2004 |
|---|
| 11 | | Payam Saisan,
Alessandro Bissacco,
Alessandro Chiuso,
Stefano Soatto:
Modeling and Synthesis of Facial Motion Driven by Speech.
ECCV (3) 2004: 456-467 |
| 10 | | Alessandro Chiuso,
Giorgio Picci:
Subspace identification by data orthogonalization and model decoupling.
Automatica 40(10): 1689-1703 (2004) |
| 9 | | Alessandro Chiuso,
Giorgio Picci:
Asymptotic variance of subspace methods by data orthogonalization and model decoupling: a comparative analysis.
Automatica 40(10): 1705-1717 (2004) |
| 8 | | Alessandro Chiuso,
Giorgio Picci:
On the ill-conditioning of subspace identification with inputs.
Automatica 40(4): 575-589 (2004) |
| 7 | | Alessandro Chiuso,
Giorgio Picci:
Numerical conditioning and asymptotic variance of subspace estimates.
Automatica 40(4): 677-683 (2004) |
| 2003 |
|---|
| 6 | | René Vidal,
Alessandro Chiuso,
Stefano Soatto,
Shankar Sastry:
Observability of Linear Hybrid Systems.
HSCC 2003: 526-539 |
| 5 | | Gianfranco Doretto,
Alessandro Chiuso,
Ying Nian Wu,
Stefano Soatto:
Dynamic Textures.
International Journal of Computer Vision 51(2): 91-109 (2003) |
| 2002 |
|---|
| 4 | | 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) |
| 2001 |
|---|
| 3 | | Alessandro Bissacco,
Alessandro Chiuso,
Yi Ma,
Stefano Soatto:
Recognition of Human Gaits.
CVPR (2) 2001: 52-57 |
| 2000 |
|---|
| 2 | | 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 |
| 1 | | Alessandro Chiuso,
Roger W. Brockett,
Stefano Soatto:
Optimal Structure from Motion: Local Ambiguities and Global Estimates.
International Journal of Computer Vision 39(3): 195-228 (2000) |
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