M. Sznaier

发表

Suboptimal norm based robust control of constrained systems with an H/sub infinity / cost

M. Sznaier, A. Sideris, 1991, [1991] Proceedings of the 30th IEEE Conference on Decision and Control.

Iterative Spectral Method for Alternative Clustering

Xiangyu Li, Stratis Ioannidis, Jennifer G. Dy, 2018, AISTATS.

Suboptimal control of constrained nonlinear systems via receding horizon constrained control Lyapunov functions

R. Suárez, M. Sznaier, J. Cloutier, 2003 .

Is set modeling of white noise a good tool for robust H/sub 2/ analysis?

J. Tierno, M. Sznaier, 1998, Proceedings of the 37th IEEE Conference on Decision and Control (Cat. No.98CH36171).

Feedback control of quantized constrained systems with applications to neuromorphic controllers design

M. Sznaier, Athanasios Sideris, 1994, IEEE Trans. Autom. Control..

Dynamic Context for Tracking behind Occlusions

Fei Xiong, Mario Sznaier, Octavia I. Camps, 2012, ECCV.

A Rank Minimization Approach to Video Inpainting

Tao Ding, Mario Sznaier, Octavia I. Camps, 2007, 2007 IEEE 11th International Conference on Computer Vision.

Dynamic Texture with Fourier Descriptors

M. Sznaier, O. Camps, Bobby Abraham, 2005 .

Dynamic subspace-based coordinated multicamera tracking

Binlong Li, Mustafa Ayazoglu, Mario Sznaier, 2011, 2011 International Conference on Computer Vision.

Suboptimal control of linear systems with state and control inequality constraints

Mario Sznaier, Mark Damborg, M. Sznaier, 1987, 26th IEEE Conference on Decision and Control.

Heuristically enhanced feedback control of constrained discrete-time linear systems

Mark J. Damborg, Mario Sznaier, M. Sznaier, 1990, at - Automatisierungstechnik.

Persistent disturbance rejection via static-state feedback

M. Sznaier, F. Blanchini, 1995, IEEE Trans. Autom. Control..

A set induced norm approach to the robust control of constrained systems

M. Sznaier, 1992, [1992] Proceedings of the 31st IEEE Conference on Decision and Control.

A set induced norm approach to the robust control of constrained systems

M. Sznaier, 1993 .

Application of probabilistically constrained linear programs to risk-adjusted controller design

Xiang Li, M. Sznaier, C. Lagoa, 2001, Proceedings of the 2001 American Control Conference. (Cat. No.01CH37148).

Probabilistically Constrained Linear Programs and Risk-Adjusted Controller Design

Xiang Li, Constantino M. Lagoa, Mario Sznaier, 2005, SIAM J. Optim..

An exact solution to general 4-blocks discrete-time mixed H/sub 2//H/sub /spl infin// problems via convex optimization

M. Sznaier, H. Rotstein, 1994, Proceedings of 1994 American Control Conference - ACC '94.

2 Control With Time-Domain Constraints : Theory and an Application

M. Sznaier, T. Amishima, T. Inanc, 2001 .

Robust H 2 and generalized H 2 performance analysis

J. Tierno, M. Sznaier, T. Amishima, 1999 .

Norm based robust control of state-constrained discrete-time linear systems

Mario Sznaier, M. Sznaier, 1992 .

Norm based robust control of constrained discrete time linear systems

Mario Sznaier, M. Sznaier, 1990, 29th IEEE Conference on Decision and Control.

A RISK ADJUSTED APPROACH TO ROBUST SIMULTANEOUS FAULT DETECTION AND ISOLATION

Mario Sznaier, Wenjing Ma, Constantino Lagoa, 2005 .

An algorithm for generating transfer functions uniformly distributed over H/sub /spl infin// balls

B. Barmish, M. Sznaier, C. Lagoa, 2001, Proceedings of the 40th IEEE Conference on Decision and Control (Cat. No.01CH37228).

A Caratheodory-Fejer approach to simultaneous fault detection and isolation

M. Sznaier, D. Shim, 2003, Proceedings of the 2003 American Control Conference, 2003..

Bounded complexity ℓ℞ filters for switched systems

M. Sznaier, F. Blanchini, Burak Yılmaz, 2011, Proceedings of the 2011 American Control Conference.

Superstable control systems

Boris Polyak, M. Sznaier, P. Shcherbakov, 2002 .

Rational L∞-suboptimal controllers for SISO continuous-time systems

M. Sznaier, Zi-Qin Wang, 1996, IEEE Trans. Autom. Control..

A Hankel Operator Approach to Texture Modelling and Inpainting

M. Sznaier, O. Camps, 2005 .

Rational L 1 Suboptimal Compensators for Continuous-Time Systems

Franco Blanchini, Mario Sznaier, M. Sznaier, 1993 .

Rational L1 Suboptimal Compensators for Continuous-Time Systems

Franco Blanchini, Mario Sznaier, M. Sznaier, 1993, 1993 American Control Conference.

A computer vision approach to rare cell in vivo fluorescence flow cytometry

Mario Sznaier, Octavia Camps, Mark Niedre, 2013, Cytometry. Part A : the journal of the International Society for Analytical Cytology.

Finite horizon model reduction and the appearance of dissipation in Hamiltonian systems

Mauricio Barahona, Mario Sznaier, John C. Doyle, 2002, Proceedings of the 41st IEEE Conference on Decision and Control, 2002..

A parametric extension of mixed time/frequency robust identification

Pablo A. Parrilo, Mario Sznaier, Ricardo Salvador Sánchez Peña, 1999, Proceedings of the 1997 American Control Conference (Cat. No.97CH36041).

Robust control design for a parallel resonant converter using /spl mu/-synthesis

Juanyu Bu, M. Sznaier, I. Bartarseh, 1994, Proceedings of 1994 Power Electronics Specialist Conference - PESC'94.

Mixed L/sup 1//H/sub /spl infin// suboptimal controllers for continuous-time systems

M. Sznaier, F. Blanchini, 1994, Proceedings of 1994 American Control Conference - ACC '94.

On the design of robust controllers for arbitrary uncertainty structures

Xiang Li, M. Sznaier, C. Lagoa, 2003, Proceedings of the 2003 American Control Conference, 2003..

A linear matrix inequality approach to synthesizing low order mixed l/sub 1//H/sub p/ controllers

Juanyu Bu, M. Sznaier, M. Sznaier, 1997, Proceedings of the 1997 American Control Conference (Cat. No.97CH36041).

A linear matrix inequality approach to synthesizing low order l/sup 1/ controllers

Juanyu Bu, M. Sznaier, M. Sznaier, 1996, Proceedings of 35th IEEE Conference on Decision and Control.

A receding horizon state dependent Riccati equation approach to suboptimal regulation of nonlinear systems

C. Mracek, M. Sznaier, J. Cloutier, 1998, Proceedings of the 37th IEEE Conference on Decision and Control (Cat. No.98CH36171).

Convex relaxations for robust identification of hybrid models

Mario Sznaier, Necmiye Ozay, M. Sznaier, 2010 .

Semi–Blind Model (In) Validation with Applications to Texture Classification

M. Sznaier, O. Camps, M. C. Mazzaro, 2005, Proceedings of the 44th IEEE Conference on Decision and Control.

Nonlinear compensator synthesis via linear parameter-varying control

M. Sznaier, D. Lawrence, 2004, Proceedings of the 2004 American Control Conference.

Robust control design for a parallel resonant converter using /spl mu/-synthesis

M. Sznaier, Zi-Qin Wang, I. Bartarseh, 1994, Proceedings of 1994 Power Electronics Specialist Conference - PESC'94.

Global stabilization and L2 disturbance attenuation for linear systems with bounded controls

R. Suárez, J. Álvarez-Ramírez, M. Sznaier, 1997, 1997 European Control Conference (ECC).

An exact solution to general four-block discrete-time mixed H2/H∞ problems via convex optimization

M. Sznaier, H. Rotstein, 1998, IEEE Trans. Autom. Control..

An exact solution to continuous-time mixed H/sub 2//H/sub /spl infin// control problems

M. Sznaier, A. Sideris, H. Rotstein, 1997, Proceedings of the 1997 American Control Conference (Cat. No.97CH36041).

OPEN-LOOP WORST-CASE IDENTIFICATION OF NON SCHUR PLANTS

Mario Sznaier, Cecilia Mazzaro, M. Sznaier, 2002 .

Theory and an Application

M. Sznaier, T. Amishima, T. Inanc, 2003 .

Norm Based Robust Dynamic Feedback Control of Constrained Systems

A. Sideris, Mario Sznaier, M. Sznaier, 1991 .

A solution to MIMO 4-block l/sup 1/ optimal control problems via convex optimization

M. Sznaier, J. Bu, 1995, Proceedings of 1995 American Control Conference - ACC'95.

Robust control of constrained systems via convex optimization

M. Sznaier, F. Blanchini, 1994, Proceedings of 1994 33rd IEEE Conference on Decision and Control.

Robust controller design for a constrained flexible structure via mixed I/sub infinity //H/sub infinity / optimization

M. Sznaier, H. Rotstein, 1992, [Proceedings 1992] The First IEEE Conference on Control Applications.

A Rank Minimization Formulation for Identification of Linear Parameter Varying Models

L. Ljung, M. Sznaier, Rajiv Singh, 2018 .

Brief Paper A linear matrix inequality approach to synthesizing low-order suboptimal mixed l 1 /H p controllers q

M. Sznaier, J. Bu, 2000 .

Bounding the Distance to Unsafe Sets with Convex Optimization

M. Sznaier, Jared Miller, 2021, ArXiv.

A time-domain penalty function approach to mixed H/sub 2//H/sub /spl infin//-control using parameter optimization methods

M. Sznaier, U. Ly, E. Schomig, 1993, Proceedings of IEEE International Conference on Control and Applications.

Robust Interpolation using Interval Structures

M. Sznaier, R. Peña, Vincenc Puig, 2005, Proceedings of the 44th IEEE Conference on Decision and Control.

Robust identification with mixed parametric/nonparametric models and time/frequency-domain experiments: theory and an application

P. Parrilo, M. Sznaier, R. Peña, 1999, Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304).

Bounding the Distance to Unsafe Sets with Convex Optimization

M. Sznaier, Jared Miller, 2021, IEEE Transactions on Automatic Control.

Control of constrained discrete time linear systems using quantized controls

Mark J. Damborg, Mario Sznaier, M. Sznaier, 1989, Autom..

Data-Driven Stabilizing and Robust Control of Discrete-Time Linear Systems with Error in Variables

M. Sznaier, Jared Miller, T. Dai, 2022, 2210.13430.

Data-Driven Gain Scheduling Control of Linear Parameter-Varying Systems using Quadratic Matrix Inequalities

M. Sznaier, Jared Miller, 2022, ArXiv.

SAIF: Sparse Adversarial and Interpretable Attack Framework

Jennifer G. Dy, M. Sznaier, O. Camps, 2022, ArXiv.

Data-Driven Gain Scheduling Control of Linear Parameter-Varying Systems Using Quadratic Matrix Inequalities

M. Sznaier, Jared Miller, 2022, IEEE Control Systems Letters.

An exact solution to general SISO mixed H2/H∞ problems via convex optimization

M. Sznaier, 1994, IEEE Trans. Autom. Control..

/spl Hscr//sub 2/ control with time domain constraints: theory and an application

M. Sznaier, 2002, Proceedings of the 2002 American Control Conference (IEEE Cat. No.CH37301).

Hyperborders in the Voronoi-diagram-based neural net for pattern classification

Mario Sznaier, C. Gentile, M. Sznaier, 2002, Proceedings of the 2002 International Joint Conference on Neural Networks. IJCNN'02 (Cat. No.02CH37290).

Continuous-time model identification: application on a behavioural (miLife) study

Mario Sznaier, Stephanie T. Lanza, Korkut Bekiroglu, 2020, Int. J. Control.

Mixed time/frequency-domain based robust identification

Pablo A. Parrilo, Tamer Inanc, Mario Sznaier, 1998, Proceedings of 35th IEEE Conference on Decision and Control.

Fast Structured Nuclear Norm Minimization With Applications to Set Membership Systems Identification

Tamer Inanc, Mustafa Ayazoglu, Mario Sznaier, 2014, IEEE Transactions on Automatic Control.

An algorithm for fast constrained nuclear norm minimization and applications to systems identification

Mustafa Ayazoglu, Mario Sznaier, M. Sznaier, 2012, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).

Fast algorithms for structured robust principal component analysis

Mustafa Ayazoglu, Mario Sznaier, Octavia I. Camps, 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

Euclidean Structure Recovery from Motion in Perspective Image Sequences via Hankel Rank Minimization

Mustafa Ayazoglu, Mario Sznaier, Octavia I. Camps, 2010, ECCV.

Unsupervised Fault Detection of Reefer Containers: A Moments-Based SDP Approach

Rafael Wisniewski, Mario Sznaier, Rasmus L. Christensen, 2018, 2018 IEEE Conference on Control Technology and Applications (CCTA).

Robust Identification of 2-D Periodic Systems with Applications to Texture Synthesis and Classification

Tao Ding, M. Sznaier, O. Camps, 2006, Proceedings of the 45th IEEE Conference on Decision and Control.

Segmentation for robust tracking in the presence of severe occlusion

Camillo Gentile, Mario Sznaier, Octavia I. Camps, 2001, IEEE Transactions on Image Processing.

Segmentation for robust tracking in the presence of severe occlusion

M. Sznaier, O. Camps, C. Gentile, 2004, Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001.

On the recoverability of nonlinear state feedback laws by extended linearization control techniques

Mario Sznaier, J. R. Cloutier, D. T. Stansbery, 1999, Proceedings of the 1999 American Control Conference (Cat. No. 99CH36251).

Norm Based Optimally Robust Control of Constrained Discrete Time Linear Systems

A. Sideris, M. Sznaier, M. Sznaier, 1991, 1991 American Control Conference.

Robust Identification and Model (In)Validation of Active-vision Systems

Mario Sznaier, Tamer Inanc, Octavia Camps, 2007 .

A convex approach to robust H2 performance analysis

Pablo A. Parrilo, Mario Sznaier, Takeshi Amishima, 2002, Autom..

On the gap between /spl mu/ and its upper bound for systems with repeated uncertainty blocks

Mario Sznaier, P. A. Parrilo, P. Parrilo, 1999, Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304).

A convex approach to robust H/sub 2/ performance analysis

Pablo A. Parrilo, Mario Sznaier, Jorge Tierno, 1999, Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304).

Control issues in active vision: open problems and some answers

Mario Sznaier, Octavia Camps, M. Sznaier, 1998, Proceedings of the 37th IEEE Conference on Decision and Control (Cat. No.98CH36171).

Mixed l1/H∞ control of MIMO systems via convex optimization

Mario Sznaier, Juanyu Bu, M. Sznaier, 1998, IEEE Trans. Autom. Control..

Systems via Convex Optimization

Mario Sznaier, Juanyu Bu, M. Sznaier, 1998 .

Mixed Control of MIMO Systems via Convex Optimization

M. Sznaier, J. Bu, 1998 .

Mixed L/sup 1//H/sub /spl infin// controllers for MIMO continuous-time systems

Mario Sznaier, F. Blanchini, M. Sznaier, 1994, Proceedings of 1994 33rd IEEE Conference on Decision and Control.

Robust controller design for a parallel resonant converter using /spl mu/-synthesis

Mario Sznaier, Juanyu Bu, I. Bartarseh, 1994 .

Mixed l/sup 1//H/sub /spl infin// controllers for MIMO discrete-time systems

M. Sznaier, 1993, Proceedings of 1994 33rd IEEE Conference on Decision and Control.

Using dynamics to recover Euclidian 3-dimensional structure from 2-dimensional perspective projections

Mustafa Ayazoglu, Mario Sznaier, Octavia I. Camps, 2009, Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference.

H2 control with time-domain constraints: theory and an application

Tamer Inanc, Mario Sznaier, Takeshi Amishima, 2003, IEEE Trans. Autom. Control..

Robust Systems Theory and Applications

Mario Sznaier, Ricardo S. Sánchez-Peña, M. Sznaier, 1998 .

A Moments Based Approach to Designing MIMO Data Driven Controllers for Switched Systems

Mario Sznaier, Tianyu Dai, M. Sznaier, 2018, 2018 IEEE Conference on Decision and Control (CDC).

Risk adjusted receding horizon control of constrained linear parameter varying systems

Mario Sznaier, Xiang Li, Constantino Lagoa, 2004 .

Set membership identification of switched linear systems with known number of subsystems

Constantino M. Lagoa, Mario Sznaier, Necmiye Ozay, 2015, Autom..

Hybrid system identification with faulty measurements and its application to activity analysis

Mario Sznaier, Necmiye Ozay, M. Sznaier, 2011, IEEE Conference on Decision and Control and European Control Conference.

Robust identification of switched affine systems via moments-based convex optimization

Constantino M. Lagoa, Mario Sznaier, Necmiye Ozay, 2009, Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference.

Probabilistic Optimal Estimation With Uniformly Distributed Noise

Roberto Tempo, Fabrizio Dabbene, Mario Sznaier, 2014, IEEE Transactions on Automatic Control.

Probabilistic Optimal Estimation and Filtering under Uncertainty pdf

Roberto Tempo, Fabrizio Dabbene, Mario Sznaier, 2012, ArXiv.

A convex approach to generalized fixed order interpolation

Chao Feng, Constantino M. Lagoa, Mario Sznaier, 2012, 2012 American Control Conference (ACC).

Identifying stable fixed order systems from time and frequency response data

M. Sznaier, M. Sznaier, C. Lagoa, 2011, Proceedings of the 2011 American Control Conference.

The Way They Move: Tracking Multiple Targets with Similar Appearance

Mario Sznaier, Octavia I. Camps, Caglayan Dicle, 2013, 2013 IEEE International Conference on Computer Vision.

A convex optimization approach to synthesizing state feedback data-driven controllers for switched linear systems

M. Sznaier, T. Dai, 2022, Automatica.

Robust Cooperative Visual Tracking: A Combined NonLinear Dimensionality Reduction/Robust Identification Approach

Mario Sznaier, Vlad I. Morariu, Octavia Camps, 2007 .

DYAN: A Dynamical Atoms-Based Network for Video Prediction

Mario Sznaier, Octavia I. Camps, Abhishek Sharma, 2018, ECCV.

Person Re-Identification Using Kernel-Based Metric Learning Methods

Fei Xiong, Mario Sznaier, Octavia I. Camps, 2014, ECCV.

Novel Tractable Bounds on the Lambert Function with Application to Maximum Determinant Problems

M. Sznaier, Biel Roig-Solvas, 2020 .

Euclidean Distance Bounds for LMI Analytic Centers using a Novel Bound on the Lambert Function

M. Sznaier, Biel Roig-Solvas, 2020, 2004.01115.

An improved Voronoi-diagram-based neural net for pattern classification

Camillo Gentile, Mario Sznaier, M. Sznaier, 2001, IEEE Trans. Neural Networks.

Subspace Clustering with Priors via Sparse Quadratically Constrained Quadratic Programming

Yin Wang, Mario Sznaier, Octavia I. Camps, 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

A Caratheodory-Fejer approach to dynamic appearance modeling

Mario Sznaier, Octavia I. Camps, Hwasup Lim, 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).

An exact solution to continuous-time mixed H2/H∞ control problems

Mario Sznaier, Héctor Rotstein, Juanyu Bu, 2000, IEEE Trans. Autom. Control..

An exact solution to general four-block discrete-time mixed H2/H∞ problems via convex optimization

H. Rotstein, M. Sznaier, M. Sznaier, 1998, IEEE Trans. Autom. Control..

An exact solution to general SISO mixed /spl Hscr//sub 2///spl Hscr//sub /spl infin// problems via convex optimization

Mario Sznaier, M. Sznaier, 1994 .

Risk Adjusted Set Membership Identification of Wiener Systems

Mario Sznaier, Octavia I. Camps, Hwasup Lim, 2009, IEEE Transactions on Automatic Control.

L2-disturbance attenuation for linear systems with bounded controls: An ARE-based approach

Mario Sznaier, Jose Alvarez-Ramirez, Rodolfo Suárez, 1997 .

Chordal Decomposition in Rank Minimized Semidefinite Programs with Applications to Subspace Clustering

Antonis Papachristodoulou, Mario Sznaier, Biel Roig-Solvas, 2019, 2019 IEEE 58th Conference on Decision and Control (CDC).

Peak Value-at-Risk Estimation for Stochastic Differential Equations using Occupation Measures

M. Sznaier, M. Tacchi, Jared Miller, 2023, 2303.16064.

Data-Driven Quadratic Stabilization of Continuous LTI Systems

M. Sznaier, Biel Roig Solvas, T. Dai, 2020 .

Self-Supervised Decomposition, Disentanglement and Prediction of Video Sequences while Interpreting Dynamics: A Koopman Perspective pdf

Mario Sznaier, Octavia I. Camps, Sandesh Ghimire, 2021, ArXiv.

SEMI-BLIND ROBUST IDENTIFICATION/MODEL (IN)VALIDATION WITH APPLICATIONS TO MACRO-ECONOMIC MODELLING

Mario Sznaier, Wenjing Ma, Constantino Lagoa, 2005 .

On Identification of Nonlinear ARX Models with Sparsity in Regressors and Basis Functions

Mario Sznaier, Rajiv Singh, M. Sznaier, 2021, IFAC-PapersOnLine.

Suboptimal control of constrained nonlinear systems via receding horizon state dependent Riccati equations

M. Sznaier, R. Suarez, R. Suárez, 2001, Proceedings of the 40th IEEE Conference on Decision and Control (Cat. No.01CH37228).

Receding Horizon Control Lyapunov Function Approach to Suboptimal Regulation of Nonlinear Systems

Mario Sznaier, David R. Jacques, James R. Cloutier, 2000 .

State-Space Quantization Design for the Suboptimal Control of Constrained Systems Using Neuromorphic Controllers

A. Sideris, M. Sznaier, M. Sznaier, 1991, 1991 American Control Conference.

Model predictive control of nonlinear parameter varying systems via receding horizon control Lyapunov functions

Mario Sznaier, James R. Cloutier, M. Sznaier, 2001 .

Set–Induced Norm Based Robust Control Techniques

Mario Sznaier, M. Sznaier, 1993 .

An analog "neural net" based suboptimal controller for constrained discrete-time linear systems

Mark J. Damborg, Mario Sznaier, M. Sznaier, 1992, Autom..

Heuristically Enhanced Feedback Control of Constrained Systems: T H E M I N I M U M Time Case

Brighton, M. Sznaier, M. Damborg, 2022 .

Randomized Algorithms for Analysis and Control of Uncertain Systems with Applications, Second Edition, Roberto Tempo, Giuseppe Calafiore, Fabrizio Dabbene (Eds.). Springer-Verlag, London (2013), 357, ISBN: 978-1-4471-4609-4

Mario Sznaier, M. Sznaier, 2014, Autom..

Convex Certificates for Model (In)validation of Switched Affine Systems With Unknown Switches

Constantino M. Lagoa, Mario Sznaier, Necmiye Ozay, 2014, IEEE Transactions on Automatic Control.

Efficient Temporal Sequence Comparison and Classification Using Gram Matrix Embeddings on a Riemannian Manifold

Yin Wang, Mario Sznaier, Octavia I. Camps, 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Signal Estimation and System Identification With Nonlinear Dynamic Sensors

Frank Allgöwer, Mario Sznaier, Julian Berberich, 2019, 2019 IEEE Conference on Control Technology and Applications (CCTA).

GPCA with denoising: A moments-based convex approach

Constantino M. Lagoa, Mario Sznaier, Octavia I. Camps, 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

Data-Driven Stabilizing and Robust Control of Discrete-Time Linear Systems with Error in Variables

M. Sznaier, Jared Miller, T. Dai, 2022, ArXiv.

Efficient identification of Wiener systems using a combination of atomic norm minimization and interval matrix properties

Burak Yilmaz, Mario Sznaier, M. Sznaier, 2015, 2015 54th IEEE Conference on Decision and Control (CDC).

Hankel based maximum margin classifiers: A connection between machine learning and Wiener systems identification

Constantino M. Lagoa, Fei Xiong, Mario Sznaier, 2013, 52nd IEEE Conference on Decision and Control.

Convex relaxations for robust identification of Wiener systems and applications

Constantino M. Lagoa, Mustafa Ayazoglu, Burak Yilmaz, 2011, IEEE Conference on Decision and Control and European Control Conference.

Computational complexity analysis of set membership identification of Hammerstein and Wiener systems

Mario Sznaier, M. Sznaier, 2009, Autom..

Risk adjusted identification of a class of nonlinear systems

Constantino M. Lagoa, Mario Sznaier, Wenjing Ma, 2007, 2007 46th IEEE Conference on Decision and Control.

Risk Adjusted Identification of Wiener Systems

Hwasup Lim, Wenjing Ma, M. Sznaier, 2006, Proceedings of the 45th IEEE Conference on Decision and Control.

An Algebraic Approach to Efficient Identification of a Class of Wiener Systems

M. Sznaier, O. Camps, B. Ozbay, 2020 .

Euclidean Distance Bounds for Linear Matrix Inequalities Analytic Centers Using a Novel Bound on the Lambert Function

M. Sznaier, Biel Roig-Solvas, 2022, SIAM J. Control. Optim..

Quantifying the Safety of Trajectories using Peak-Minimizing Control

M. Sznaier, Jared Miller, 2023, arXiv.org.

Peak Estimation of Hybrid Systems with Convex Optimization

M. Sznaier, Jared Miller, 2023, ArXiv.

Bounding the Distance of Closest Approach to Unsafe Sets with Occupation Measures

M. Sznaier, Jared Miller, 2022, 2022 IEEE 61st Conference on Decision and Control (CDC).

Analysis and Control of Input-Affine Dynamical Systems using Infinite-Dimensional Robust Counterparts

M. Sznaier, Jared Miller, 2021, 2112.14838.

Facial Input Decompositions for Robust Peak and Reachable Set Estimation under Polyhedral Uncertainty pdf

Mario Sznaier, Jared Miller, M. Sznaier, 2021, ArXiv.

Peak Estimation Recovery and Safety Analysis

Mario Sznaier, Didier Henrion, Jared Miller, 2021, IEEE Control Systems Letters.

Peak Estimation for Uncertain and Switched Systems pdf

Mario Sznaier, Didier Henrion, Milan Korda, 2021, 2021 60th IEEE Conference on Decision and Control (CDC).

Worst case l/sup /spl infin// to l/sup /spl infin// gain minimization: dynamic versus static state feedback

S. Miani, M. Sznaier, F. Blanchini, 1996, Proceedings of 35th IEEE Conference on Decision and Control.

Persistent disturbance rejection via static state feedback

M. Sznaier, F. Blanchini, 1994, Proceedings of 1994 33rd IEEE Conference on Decision and Control.

Bounding the Distance to Unsafe Sets With Convex Optimization

M. Sznaier, Jared Miller, 2021, IEEE Transactions on Automatic Control.

A Semi-Algebraic Optimization Approach to Data-Driven Control of Continuous-Time Nonlinear Systems

M. Sznaier, T. Dai, M. Sznaier, 2021, IEEE Control Systems Letters.

Facial Input Decompositions for Robust Peak Estimation under Polyhedral Uncertainty

M. Sznaier, Jared Miller, 2022, IFAC-PapersOnLine.

Robust Superstabilizing Controller Design from Open-Loop Experimental Input/Output Data

Mario Sznaier, Constantino Lagoa, M. Sznaier, 2015 .

Peak Estimation of Time Delay Systems using Occupation Measures

M. Sznaier, Milan Korda, Jared Miller, 2023, ArXiv.

Robust Data-Driven Safe Control Using Density Functions

M. Sznaier, Jared Miller, Jian Zheng, 2023, IEEE Control Systems Letters.

Data-Driven Superstabilizing Control of Error-in-Variables Discrete-Time Linear Systems

M. Sznaier, Jared Miller, T. Dai, 2022, 2022 IEEE 61st Conference on Decision and Control (CDC).

H/sub 2//H/sub /spl infin// filtering: theory and an aerospace application

Moshe Idan, Mario Sznaier, Hdctor Rotstein, 1994, Proceedings of 1994 American Control Conference - ACC '94.

Optimal l∞ disturbance attenuation and global stabilization of linear systems with bounded control

Stefano Miani, Mario Sznaier, Jose Alvarez-Ramirez, 1999 .

Optimal l∞ Disturbance Rejection and Global Stabilization of Linear Systems with Saturating Control

Stefano Miani, Mario Sznaier, Jose Alvarez-Ramirez, 1996 .

Motion Prediction for Continued Autonomy

Mario Sznaier, Octavia I. Camps, M. Sznaier, 2009, Encyclopedia of Complexity and Systems Science.

Robust Dynamic Vision Methods for Persistent Surveillance and Enhanced Vehicle Autonomy

Mario Sznaier, Octavia Camps, M. Sznaier, 2012 .

Dynamic Appearance Modeling for Human Tracking

Mario Sznaier, Octavia I. Camps, Vlad I. Morariu, 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).

Efficient Identification of Error-in Variables Switched Systems Based on Riemannian Distance-Like Functions

Mario Sznaier, Octavia I. Camps, Xikang Zhang, 2018, 2018 IEEE Conference on Decision and Control (CDC).

DYAN: A Dynamical Atoms Network for Video Prediction pdf

Mario Sznaier, Octavia I. Camps, Abhishek Sharma, 2018, ArXiv.

Learning Object-Centric Dynamic Modes from Video and Emerging Properties

Armand Comas Massague, M. Sznaier, O. Camps, 2023, L4DC.

A convex optimization approach to synthesizing bounded complexity l∞ filters

Franco Blanchini, Mario Sznaier, M. Sznaier, 2009, Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference.

Small signal analysis of the LCC-type parallel resonant converter

I. Batarseh, M. Sznaier, C. Megalemos, 1996, IEEE Transactions on Aerospace and Electronic Systems.

Dynamic Motion Representation for Human Action Recognition

Mario Sznaier, Octavia Camps, Sadjad Asghari-Esfeden, 2020, 2020 IEEE Winter Conference on Applications of Computer Vision (WACV).

Convex Optimization Approaches to Information Structured Decentralized Control

Mario Sznaier, Jose A. Lopez, Yin Wang, 2018, IEEE Transactions on Automatic Control.

A Randomized Algorithm for Parsimonious Model Identification

Mario Sznaier, Korkut Bekiroglu, Constantino Lagoa, 2018, IEEE Transactions on Automatic Control.

System Identification Algorithm for Non-Uniformly Sampled Data.

Mario Sznaier, Stephanie T. Lanza, Korkut Bekiroglu, 2017, Proceedings of the IFAC World Congress. International Federation of Automatic Control. World Congress.

Robust model fitting via convex optimization techniques

Y. Cheng, M. Sznaier, M. Leeser, 2016 .

Low-order model identification of MIMO systems from noisy and incomplete data

Constantino M. Lagoa, Mario Sznaier, Korkut Bekiroglu, 2015, 2015 54th IEEE Conference on Decision and Control (CDC).

Self Scaled Regularized Robust Regression

Yin Wang, Mario Sznaier, Octavia I. Camps, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Nonlinear Data-Driven Control via State-Dependent Representations

M. Sznaier, T. Dai, 2021, 2021 60th IEEE Conference on Decision and Control (CDC).

A Convex Optimization Approach to Learning Koopman Operators pdf

Mario Sznaier, M. Sznaier, 2021, ArXiv.

Control‐oriented system identification: An ℋ︁∞ approach, Jie Chen and Guoxiang Gu, Wiley, New York, 2000, 421 p. ISBN 0‐471‐32048‐X

Mario Sznaier, M. Sznaier, 2003 .

MoNet: Moments Embedding Network

Fei Xiong, Mario Sznaier, Octavia I. Camps, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Control Oriented Learning in the Era of Big Data

Mario Sznaier, M. Sznaier, 2021, IEEE Control Systems Letters.

Cross-view activity recognition using Hankelets

Binlong Li, Mario Sznaier, Octavia I. Camps, 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

Activity recognition using dynamic subspace angles

Binlong Li, Mustafa Ayazoglu, Mario Sznaier, 2011, CVPR 2011.

Inferring Relational Potentials in Interacting Systems

J. Tenenbaum, M. Sznaier, Yilun Du, 2023, ICML.

Key Frame Proposal Network for Efficient Pose Estimation in Videos

Yin Wang, Mario Sznaier, Octavia Camps, 2020, ECCV.

Peak Estimation Recovery and Safety Analysis

M. Sznaier, D. Henrion, Jared Miller, 2020, IEEE Control Systems Letters.

Sampling random transfer functions

M. Sznaier, X. Li, Xiang Li, 2003, 42nd IEEE International Conference on Decision and Control (IEEE Cat. No.03CH37475).

A Caratheodory-Fejer approach to robust multiframe tracking

Mario Sznaier, Octavia I. Camps, Hwasup Lim, 2003, Proceedings Ninth IEEE International Conference on Computer Vision.

An LMI approach to control-oriented identification and model (In) validation of LPV systems

Mario Sznaier, Maria Cecilia Mazzaro, M. Sznaier, 2003, IEEE Trans. Autom. Control..

A parametric extension of mixed time/frequency robust identification

P. Parrilo, M. Sznaier, R. Peña, 1997 .

Robust identification with mixed time/frequency experiments: consistency and interpolation algorithms

R.S. Sanchez Pena, M. Sznaier, M. Sznaier, 1995, Proceedings of 1995 34th IEEE Conference on Decision and Control.

An LMI approach to model (in) validation of LPV systems

Mario Sznaier, Maria Cecilia Mazzaro, M. Sznaier, 2001, Proceedings of the 2001 American Control Conference. (Cat. No.01CH37148).

An LMI approach to the identification and (in)validation of LPV systems

Mario Sznaier, Cecilia Mazzaro, M. Sznaier, 2001 .

On the Properties of the Solutions to Mixed l 1 / H ∞ Control Problems

Mario Sznaier, Juanyu Bu, M. Sznaier, 1996 .

A Globally Convergent LP and SOCP-based algorithm for Semidefinite Programming

M. Sznaier, Biel Roig-Solvas, 2022, 2202.12374.

MIMO System Identification by Randomized Active-Set Methods

Mario Sznaier, Jared Miller, Rajiv Singh, 2020, 2020 59th IEEE Conference on Decision and Control (CDC).

Robust state-feedback controllers for systems under mixed time/frequency domain constraints

Mario Sznaier, Ewald Schomig, M. Sznaier, 1993, Proceedings of 32nd IEEE Conference on Decision and Control.

Minimum control effort state-feedback H∞-control

Mario Sznaier, Uy-Loi Ly, Ewald Schomig, 1993, 1993 American Control Conference.

Data-driven quadratic stabilization and LQR control of LTI systems

M. Sznaier, T. Dai, 2023, Automatica.

Cross-view Action Recognition via Contrastive View-invariant Representation

M. Sznaier, O. Camps, Yuexi Zhang, 2023, ArXiv.

Domain Adaptation Based Fault Detection in Label Imbalanced Cyberphysical Systems

M. Sznaier, B. Taskazan, J. Miller, 2019, 2019 IEEE Conference on Control Technology and Applications (CCTA).

Sparse H2 optimal filter design via convex optimization

Mario Sznaier, Jose A. Lopez, Yin Wang, 2014, 2014 American Control Conference.

Parsimonious model identification via atomic norm minimization

Constantino M. Lagoa, Burak Yilmaz, Mario Sznaier, 2014, 2014 European Control Conference (ECC).

An efficient atomic norm minimization approach to identification of low order models

Constantino M. Lagoa, Burak Yilmaz, Mario Sznaier, 2013, 52nd IEEE Conference on Decision and Control.

A convex optimization approach to worst-case optimal sensor selection

Yin Wang, Fabrizio Dabbene, Mario Sznaier, 2013, 52nd IEEE Conference on Decision and Control.

A probabilistic approach to optimal estimation part I: Problem formulation and methodology

Roberto Tempo, Fabrizio Dabbene, Mario Sznaier, 2012, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).

Probabilistic Optimal Estimation and Filtering under Uncertainty

R. Tempo, F. Dabbene, M. Sznaier, 2012, 1203.1429.

A convex optimization approach to synthesizing bounded complexity linfinity filters

Franco Blanchini, Mario Sznaier, M. Sznaier, 2009, CDC.

Computational complexity analysis of set membership identification of a class of nonlinear systems

Mario Sznaier, M. Sznaier, 2008, 2008 47th IEEE Conference on Decision and Control.

A set-membership approach to blind identification

Mario Sznaier, Maria Cecilia Mazzaro, M. Sznaier, 2004, 2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601).

A linear matrix inequality approach to synthesizing low-order suboptimal mixed L1/H controllers

Mario Sznaier, Juanyu Bu, M. Sznaier, 2000, Autom..

Is set modeling of white noise a good tool for robust H analysis?

J. Tierno, M. Sznaier, 2000, Autom..

Robustness analysis with mixed performance objectives

Mario Sznaier, Juanyu Bu, M. Sznaier, 1997, Proceedings of the 36th IEEE Conference on Decision and Control.

Brief Paper Is set modeling of white noise a good tool for robust H 2 analysis? q

J. Tierno, M. Sznaier, 2000 .

An Exact Solution to Continuous-Time Mixed / Control Problems

A. Sideris, Juanyu Bu, M. Sznaier, 2000 .

A model (In)validation approach to gait recognition

Stefano Soatto, Mario Sznaier, Octavia I. Camps, 2002, Proceedings. First International Symposium on 3D Data Processing Visualization and Transmission.

H2/H8 filtering: theory and an aerospace application

Moshe Idan, Mario Sznaier, Hdctor Rotstein, 1996 .

moM: Mean of Moments Feature for Person Re-identification

Mario Sznaier, Octavia I. Camps, Mengran Gou, 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW).

Decomposed Structured Subsets for Semidefinite and Sum-of-Squares Optimization

A. Papachristodoulou, M. Sznaier, Yang Zheng, 2019, Autom..

Dynamics Based Robust Motion Segmentation

Mario Sznaier, Octavia I. Camps, Roberto Lublinerman, 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).

Peak Value-at-Risk Estimation for Stochastic Differential Equations Using Occupation Measures

M. Sznaier, M. Tacchi, Jared Miller, 2023, IEEE Conference on Decision and Control.

Peak Value-at-Risk Estimation of Stochastic Processes using Occupation Measures

M. Sznaier, M. Tacchi, Jared Miller, 2023, 2303.16064.

Fast track matching and event detection

Tao Ding, Mario Sznaier, Octavia I. Camps, 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

Set--Membership Identification of Parametric Systems

Vicenç Puig, Mario Sznaier, Ricardo Salvador Sánchez Peña, 2006, Proceedings of the 45th IEEE Conference on Decision and Control.

A rank minimization approach to trajectory (in)validation

Mario Sznaier, Octavia Camps, M. Sznaier, 2011, Proceedings of the 2011 American Control Conference.

Solving Interpretable Kernel Dimension Reduction pdf

Jennifer G. Dy, Mario Sznaier, Yale Chang, 2019, NeurIPS.

Mixed H2/H - infinity control of multimodel plants

Mario Sznaier, Uy-Loi Ly, Ewald Schomig, 1995 .

Chordal Decomposition in Rank Minimized Semidefinite Programs with Applications to Subspace Clustering

A. Papachristodoulou, M. Sznaier, Yang Zheng, 2019, 2019 IEEE 58th Conference on Decision and Control (CDC).

A convex optimization approach to robust fundamental matrix estimation

Mario Sznaier, Octavia I. Camps, Jose A. Lopez, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Analysis and Control of Input-Affine Dynamical Systems using Infinite-Dimensional Robust Counterparts

M. Sznaier, Jared Miller, 2021, 2112.14838.

A Data Driven, Convex Optimization Approach to Learning Koopman Operators

Mario Sznaier, M. Sznaier, 2021, L4DC.

An algorithm for sampling subsets of H/sub /spl infin// with applications to risk-adjusted performance analysis and model (in)validation

M. Sznaier, C.M. Lagoa, M.C. Mazzaro, 2005, IEEE Transactions on Automatic Control.

A Sparsification Approach to Set Membership Identification of Switched Affine Systems

Constantino M. Lagoa, Mario Sznaier, Octavia I. Camps, 2012, IEEE Transactions on Automatic Control.