Mario Sznaier | Scholar Profiles and Rankings

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Efficient Identification of Error-in-Variables Switched Systems Using a Riemannian Embedding (journal article) Sznaier, Mario \| Zhang, Xikang \| Camps, Octavia IEEE Transactions on Automatic Control, volume 69, issue 2, pages 842-855 (2024). 10.1109/TAC.2023.3275973 Cite \| Source
Tractable Approximations of LMI Robust Feasibility Sets (journal article) Alamo, Teodoro \| Mammarella, Martina \| Dabbene, Fabrizio \| Sznaier, Mario IEEE Control Systems Letters, volume 8 (2024). 10.1109/LCSYS.2024.3396294 Cite \| Source
Peak Value-at-Risk Estimation for Stochastic Differential Equations Using Occupation Measures (conference) Miller, Jared \| Tacchi, Matteo \| Sznaier, Mario \| Jasour, Ashkan 2023 62nd IEEE Conference on Decision and Control (CDC) (2023) Singapore, Singapore 10.1109/CDC49753.2023.10383958 Cited by (1) \| Cite \| Source
Data-Driven Control of Positive Linear Systems using Linear Programming (conference) Miller, Jared \| Dai, Tianyu \| Sznaier, Mario \| Shafai, Bahram 2023 62nd IEEE Conference on Decision and Control (CDC) (2023) Singapore, Singapore 10.1109/CDC49753.2023.10383859 Cited by (2) \| Cite \| Source
On the Hardness of Learning to Stabilize Linear Systems (conference) Zeng, Xiong \| Liu, Zexiang \| Du, Zhe \| Ozay, Necmiye \| Sznaier, Mario 2023 62nd IEEE Conference on Decision and Control (CDC) (2023) Singapore, Singapore 10.1109/CDC49753.2023.10383487 Cite \| Source
Peak Estimation of Time Delay Systems Using Occupation Measures (conference) Miller, Jared \| Korda, Milan \| Magron, Victor \| Sznaier, Mario 2023 62nd IEEE Conference on Decision and Control (CDC) (2023) Singapore, Singapore 10.1109/CDC49753.2023.10384165 Cited by (1) \| Cite \| Source
Bounding the Distance to Unsafe Sets With Convex Optimization (journal article) Miller, Jared \| Sznaier, Mario IEEE Transactions on Automatic Control, volume 68, issue 12, pages 7575-7590 (2023). 10.1109/TAC.2023.3285862 Cited by (4) \| Cite \| Source
Data-driven quadratic stabilization and LQR control of LTI systems (journal article) Dai, Tianyu \| Sznaier, Mario Automatica, volume 153 (2023). 10.1016/j.automatica.2023.111041 Cited by (4) \| Cite \| Source
Data-Driven Gain Scheduling Control of Linear Parameter-Varying Systems Using Quadratic Matrix Inequalities (journal article) Miller, Jared \| Sznaier, Mario IEEE Control Systems Letters, volume 7 (2023). 10.1109/LCSYS.2022.3227182 Cited by (11) \| Cite \| Source
Certified Control Oriented Learning: A Robust Predictor-Based Approach (journal article) Singh, Rajiv \| Sznaier, Mario IEEE Control Systems Letters, volume 7 (2023). 10.1109/LCSYS.2023.3286170 Cite \| Source
Robust Data-Driven Safe Control Using Density Functions (journal article) Zheng, Jian \| Dai, Tianyu \| Miller, Jared \| Sznaier, Mario IEEE Control Systems Letters, volume 7 (2023). 10.1109/LCSYS.2023.3287801 Cited by (2) \| Cite \| Source
Superstabilizing Control of Discrete-Time ARX Models under Error in Variables (journal article) Miller, Jared \| Dai, Tianyu \| Sznaier, Mario IFAC-PapersOnLine, volume 56, issue 2, pages 2444-2449 (2023). 10.1016/j.ifacol.2023.10.1221 Cited by (2) \| Cite \| Source
Data-Driven Superstabilizing Control of Error-in-Variables Discrete-Time Linear Systems (conference) Miller, Jared \| Dai, Tianyu \| Sznaier, Mario 2022 IEEE 61st Conference on Decision and Control (CDC) (2022) Cancun, Mexico 10.1109/CDC51059.2022.9992363 Cited by (5) \| Cite \| Source
Bounding the Distance of Closest Approach to Unsafe Sets with Occupation Measures (conference) Miller, Jared \| Sznaier, Mario 2022 IEEE 61st Conference on Decision and Control (CDC) (2022) Cancun, Mexico 10.1109/CDC51059.2022.9992817 Cited by (2) \| Cite \| Source
Certified Control-Oriented Learning: A Coprime Factorization Approach (conference) Singh, Rajiv \| Sznaier, Mario 2022 IEEE 61st Conference on Decision and Control (CDC) (2022) Cancun, Mexico 10.1109/CDC51059.2022.9992821 Cited by (1) \| Cite \| Source
A convex optimization approach to synthesizing state feedback data-driven controllers for switched linear systems (journal article) Dai, Tianyu \| Sznaier, Mario Automatica, volume 139 (2022). 10.1016/j.automatica.2022.110190 Cited by (6) \| Cite \| Source
Euclidean Distance Bounds for Linear Matrix Inequalities Analytic Centers Using a Novel Bound on the Lambert Function (journal article) Roig-Solvas, Biel \| Sznaier, Mario SIAM Journal on Control and Optimization, volume 60, issue 2, pages 720-731 (2022). 10.1137/20M1349928 Cite \| Source
Decomposed structured subsets for semidefinite and sum-of-squares optimization (journal article) Miller, Jared \| Zheng, Yang \| Sznaier, Mario \| Papachristodoulou, Antonis Automatica, volume 137 (2022). 10.1016/j.automatica.2021.110125 Cited by (2) \| Cite \| Source
Fast Two-View Motion Segmentation Using Christoffel Polynomials (book chapter) In Computer Vision – ECCV 2022 Ozbay, Bengisu \| Camps, Octavia \| Sznaier, Mario Springer Nature Switzerland (2022) 10.1007/978-3-031-20056-4_1 Cite \| Source
Facial Input Decompositions for Robust Peak Estimation under Polyhedral Uncertainty (journal article) Miller, Jared \| Sznaier, Mario IFAC-PapersOnLine, volume 55, issue 25, pages 55-60 (2022). 10.1016/j.ifacol.2022.09.323 Cite \| Source

Title	Investigators	Year	Expiration	Amount
CPS:Medium: Safe Learning-Enabled Cyberphysical Systems	Sznaier, Mario \| Camps, Octavia	10-01-2020	09-30-2023	$878,749
RI:Small: Dynamic and Statistical Based Invariants on Manifolds for Video Analysis	Camps, Octavia \| Sznaier, Mario	09-01-2018	08-31-2021	$500,000
Collaborative Research: Data Driven Control of Switched Systems with Applications to Human Behavioral Modification	Sznaier, Mario \| Camps, Octavia	09-01-2018	08-31-2021	$250,000
CRISP Type 2: Identification and Control of Uncertain, Highly Interdependent Processes Involving Humans with Applications to Resilient Emergency Health Response	Griffin, Jacqueline \| Feldman Barrett, Lisa \| Sznaier, Mario \| Camps, Octavia \| Marsella, Stacy	08-01-2016	07-31-2019	$2,498,810
Robust Identification and Model Validation for a Class of Nonlinear Dynamic Systems and Applications	Hellweger, Ferdinand \| Sznaier, Mario \| Camps, Octavia	08-15-2014	07-31-2017	$380,000
RI: Small: Dynamic Invariants for Video Scenes Understanding	Sznaier, Mario \| Camps, Octavia	09-01-2013	08-31-2017	$454,999
Systems Theoretic Methods for Dynamic Problems in Computer Vision	Sznaier, Mario \| Camps, Octavia	09-01-2007	08-31-2012	$400,000
Risk Adjusted Robust Control Theory and Applications	Sznaier, Mario	07-31-2006	08-31-2009	$238,377
A Systems Theoretic Approach to Robust Active Vision	Sznaier, Mario	07-01-2006	07-31-2007	$78,685
Risk Adjusted Robust Control Theory and Applications	Lagoa, Constantino \| Sznaier, Mario	08-15-2005	09-30-2007	$160,000
ITR: Robust Ad-Hoc Active Vision Networks and Applications	Kesidis, George \| Sznaier, Mario \| Camps, Octavia	08-01-2003	03-31-2007	$360,000
A Systems Theoretic Approach to Robust Active Vision	Sznaier, Mario \| Camps, Octavia	08-15-2002	10-31-2006	$240,004
Robust Control of Constrained Linear Parameter Varying Systems and Applications	Sznaier, Mario	09-01-2001	08-31-2004	$100,000
Robust Active Vision Systems	Sznaier, Mario \| Camps, Octavia	09-01-2001	08-31-2005	$299,999
SGER: Robust Multiobjective Active Vision Systems	Sznaier, Mario \| Camps, Octavia	09-15-1999	08-31-2001	$75,000
Multiobjective Robust Control of Linear Parameter Varying Systems and Applications	Sznaier, Mario	09-01-1999	08-31-2002	$100,000
Multiobjective Robust Control: Linear Versus Nonlinear Controllers	Sznaier, Mario	09-15-1996	08-31-2000	$183,887
CISE Research Instrumentation: Robust Purposive Vision Laboratory	Sznaier, Mario \| Camps, Octavia \| Kasturi, Rangachar	03-01-1996	02-28-1997	$87,903
Robust Control of Systems under Mixed Time/Frequency-Domain Performance Specifications and Applications	Sznaier, Mario	03-01-1994	07-31-1996	$77,539
Robust Control of Systems under Mixed Time/Frequency-Domain Performance Specifications and Applications	Sznaier, Mario	08-15-1992	07-31-1995	$98,716