Mario Sznaier

Dennis Picard Trustee Professor,  Electrical and Computer Engineering

Contact

Office

  • 414 Dana Research Center
  • 617.373.5364

Research Focus

Dynamics-enabled machine learning, robust control, control oriented identification, semi-algebraic optimization, dynamic computer vision

About

Mario Sznaier received the Ingeniero Electronico and Ingeniero en Sistemas de Computacion degrees from the Universidad de la Republica, Uruguay and the MSEE and Ph.D degrees from the University of Washington. From 1991 to 1993 he was an Assistant Professor of Electrical Engineering at the University of Central Florida. In 1993 he joined the Pennsylvania State University, where he was promoted to Associate Professor in 1997 and to Professor of Electrical Engineering in 2001. In July 2006 he joined the Electrical and Computer Engineering Department at Northeastern University, Boston, MA, as the Dennis Picard Trustee Professor. He has also held visiting appointments at the California Institute of Technology in 1990 and 2000 and Adjunct Professor of Electrical Engineering at Penn State. His research interest include dynamics-enabled machine learning, robust control, control oriented identification, semi-algebraic optimization, and dynamic computer vision. He serves as Associate Editor for the journal Automatica, Editor in Chief for the Section on AI and Machine Learning Control of the journal Frontiers in Control Engineering, and Chair of IFAC’s Technical Committee on Robust Control. Dr. Sznaier is an IEEE Fellow and received the IEEE Control Systems Society Distinguished Member Award.

Honors & Awards

  • IEEE Control Systems Society Distinguished Member Award
  • IEEE Fellow
  • Faculty Research Team Award, College of Engineering
  • Students Speak Teaching Award

Research Overview

Dynamics-enabled machine learning, robust control, control oriented identification, semi-algebraic optimization, dynamic computer vision

Selected Research Projects

Department Research Areas

Selected Publications

  • Sznaier, Mario (2021). Control Oriented Learning in the Era of Big Data. IEEE Control Systems Letters, 5(6),1855-1867. 10.1109/LCSYS.2020.3045664
  • Bekiroglu, Korkut, Russell, Michael A., Lagoa, Constantino, Su, Rong, Sznaier, Mario, Lanza, Stephanie T., Odgers, Candice L. (2020). Continuous-time model identification: application on a behavioural (miLife) study. International Journal of Control, ,1-12. 10.1080/00207179.2019.1706101
  • T. Dai, M. Sznaier, A Semi-Algebraic Approach to Data Driven Control of Continuous Time Nonlinear Systems, IEEE Control Systems Letters, 5(2), 2020, 487-492
  • W. Lucia, G. Franzè, M. Sznaier, A Hybrid Command Governor Scheme for Rotary Wings Unmanned Aerial Vehicles, IEEE Transactions on Control Systems Technology, 2(28), 2020, 361-375
  • B. Yilmaz, K. Bekiroglu, C. Lagoa, M. Sznaier, A Randomized Algorithm for Parsimonious Model Identification, IEEE Transactions on Automatic Control, 63(2), 2018, 532-539
  • Y. Wang, J. Lopez, M. Sznaier, Convex Optimization Approaches to Information Structured Decentralized Control, IEEE Transactions on Automatic Control, 63(10), 2018, 3393-3403
  • K. Bekiroglu, M. Ayazoglu, C. Lagoa, M. Sznaier, Hankel Matrix Rank as Indicator of Ghost in Bearing-Only Tracking, IEEE Transactions on Aerospace and Electronic Systems, 54(6), 2018, 2713-2723
Zachary Walker-Liang outside with his drone

Spotlight Story

Sep 03, 2021

Undergraduate Student’s Research Focuses on Developing Software for Drones to Enforce COVID Guidelines

UPLIFT Scholar Zachary Walker-Liang, E’25, computer engineering and computer science, conducted research as a first-year student to enable a drone to survey an area and see if people are following social distancing guidelines and wearing a mask or not and report the data. After developing the software he implemented it onto the drone.

mario Sznaier portrait

Faculty

Jul 02, 2021

Team Led by Sznaier Awarded $7.5M by DoD for Control and Learning Enabled Verifiably Robust AI

Mario Sznaier, Dennis Picard Trustee Professor, electrical and computer engineering (ECE), is leading a multi-university team that was awarded a $7.5 million, five-year grant from the Department of Defense (DoD).

Mario Sznaier and Octavia Camps

Faculty

Sep 09, 2020

Creating Safe Learning-Enabled Cyber-Physical Systems

ECE Professors Mario Sznaier and Octavia Camps were awarded an $880K NSF grant for “Safe Learning-Enabled Cyberphysical Systems.”

Faculty

Nov 26, 2018

Sznaier Selected as IEEE Fellow

ECE Professor Mario Sznaier has been elevated to an IEEE Fellow for his contributions to identification of switched systems and multiobjective control. IEEE Fellow is a distinction reserved for select IEEE members whose extraordinary accomplishments in any of the IEEE fields of interest are deemed fitting of this prestigious grade elevation. The total number selected in any one year […]

Faculty

Nov 15, 2018

Sznaier co-PI for $7.5M DOD UAV Grant

ECE Professor Mario Sznaier is a co-PI for a $7.5M DOD grant, in collaboration with The University of Texas at Austin and Princeton University, for a Multidisciplinary University Research Initiative (MURI) project aimed at developing artificial intelligence for UAVs.

Faculty

Aug 30, 2018

Creating Personalized Behavior Monitoring Systems

ECE Professors Octavia Camps and Mario Sznaier, in collaboration with Constantino Lagoa and David Conroy from Pennsylvania State University, were awarded a $500K NSF grant for "Data Driven Control of Switched Systems with Applications to Human Behavioral Modification". Abstract Source: NSF Dramatically increasing health care costs threaten the nation's economy. Over 80% of those costs are […]

Faculty

Jul 31, 2018

Neural Network Modules for Computer Vision Systems

ECE Professors Octavia Camps and Mario Sznaier were awarded a $500K NSF grant for "Dynamic and Statistical Based Invariants on Manifolds for Video Analysis." Abstract Source: NSF Computer vision systems can benefit society in many ways. For example, spatially distributed vision sensors endowed with activity analysis capabilities can prevent crime, help optimize resource use in […]

Faculty

May 01, 2018

Faculty and Staff Awards 2018

Congratulations to all the winners of the faculty and staff awards, and to everyone for their hard work and dedication during the 2017-2018 academic school year.

Jul 28, 2016

$2.5M NSF grant for Critical Infrastructure Resilience

ECE professors Mario Sznaier, Octavia Camps, Ali Abur, & Edmund Yeh, MIE assistant professor Jacqueline Griffin, CEE professor Jerome Hajjar, COS professor Lisa Feldman Barrett, CCIS professor Stacy Marsella, and Kostas director Peter Boynton were awarded a $2.5M NSF grant for the “Identification and Control of Uncertain, Highly Interdependent Processes Involving Humans with Applications to […]

May 10, 2015

ECE Professor Octavia Camps' Airport Security Research Featured In NYTimes

ECE Professor Octavia Camps' work on video surveillance and airport security programs has been featured in a recent New York Times article, titled "Airport Security Advances Clash With Privacy Issues."

 

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