Necmiye Ozay

Orcid: 0000-0002-5552-4392

Affiliations:
  • University of Michigan, Ann Arbor, MI, USA


According to our database1, Necmiye Ozay authored at least 173 papers between 2006 and 2024.

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Bibliography

2024
Controlled Invariant Sets: Implicit Closed-Form Representations and Applications.
IEEE Trans. Autom. Control., July, 2024

A Safe Preference Learning Approach for Personalization With Applications to Autonomous Vehicles.
IEEE Robotics Autom. Lett., May, 2024

Ankle Exoskeletons May Hinder Standing Balance in Simple Models of Older and Younger Adults.
CoRR, 2024

Minimal L2-Consistent Data-Transmission.
CoRR, 2024

A Simulation Preorder for Koopman-like Lifted Control Systems.
CoRR, 2024

Learning true objectives: Linear algebraic characterizations of identifiability in inverse reinforcement learning.
Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024

Incorporating Logic in Online Preference Learning for Safe Personalization of Autonomous Vehicles.
Proceedings of the 27th ACM International Conference on Hybrid Systems: Computation and Control, 2024

Safe Tracking Control of Discrete-Time Nonlinear Systems Using Backward Reachable Sets.
Proceedings of the American Control Conference, 2024

2023
Opacity From Observers With a Bounded Memory.
IEEE Control. Syst. Lett., 2023

Opportunistic Safety Outside the Maximal Controlled Invariant Set.
IEEE Control. Syst. Lett., 2023

Can Transformers Learn Optimal Filtering for Unknown Systems?
IEEE Control. Syst. Lett., 2023

Koopman-Inspired Implicit Backward Reachable Sets for Unknown Nonlinear Systems.
IEEE Control. Syst. Lett., 2023

A Low-Rank Approach to Minimize Sensor-to-Actuator Communication in Finite-Horizon Output Feedback.
IEEE Control. Syst. Lett., 2023

Properties of Immersions for Systems with Multiple Limit Sets with Implications to Learning Koopman Embeddings.
CoRR, 2023

A Preference Learning Approach to Develop Safe and Personalizable Autonomous Vehicles.
CoRR, 2023

Falsification of a Vision-based Automatic Landing System.
CoRR, 2023

Quantifying the Value of Preview Information for Safety Control.
CoRR, 2023

Probabilistic Constraint Construction for Network-safe Load Coordination.
CoRR, 2023

From drinking philosophers to asynchronous path-following robots.
Autom., 2023

Poster Abstract: Reachability and Controlled Invariance for Human Stability during Sit-to-Stand.
Proceedings of the 26th ACM International Conference on Hybrid Systems: Computation and Control, 2023

Poster Abstract: Safety Guaranteed Preference Learning Approach for Autonomous Vehicles.
Proceedings of the 26th ACM International Conference on Hybrid Systems: Computation and Control, 2023

Determining the domain of stable human sit-to-stand motions via controlled invariant sets and backward reachability.
Proceedings of the European Control Conference, 2023

On the Hardness of Learning to Stabilize Linear Systems.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Controller Synthesis for Unknown-Mode Linear Systems with an Epistemic variant of LTL.
Proceedings of the American Control Conference, 2023

2022
Data-Driven Computation of Robust Control Invariant Sets With Concurrent Model Selection.
IEEE Trans. Control. Syst. Technol., 2022

Efficient Backward Reachability Using the Minkowski Difference of Constrained Zonotopes.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Revisiting Ho-Kalman-Based System Identification: Robustness and Finite-Sample Analysis.
IEEE Trans. Autom. Control., 2022

Correction to "Planning With Learned Dynamics: Probabilistic Guarantees on Safety and Reachability Via Lipschitz Constants".
IEEE Robotics Autom. Lett., 2022

A general language-based framework for specifying and verifying notions of opacity.
Discret. Event Dyn. Syst., 2022

Scalable Zonotopic Under-Approximation of Backward Reachable Sets for Uncertain Linear Systems.
IEEE Control. Syst. Lett., 2022

Mode Reduction for Markov Jump Systems.
CoRR, 2022

An Invariant Set Construction Method, Applied to Safe Coordination of Thermostatic Loads.
CoRR, 2022

Learning temporal logic formulas from suboptimal demonstrations: theory and experiments.
Auton. Robots, 2022

Safe Output Feedback Motion Planning from Images via Learned Perception Modules and Contraction Theory.
Proceedings of the Algorithmic Foundations of Robotics XV, 2022

Clustering-based Mode Reduction for Markov Jump Systems.
Proceedings of the Learning for Dynamics and Control Conference, 2022

Outlier-robust Inverse Reinforcement Learning and Reward-based Detection of Anomalous Driving Behaviors.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

A Dynamic Obfuscation Framework for Security and Utility.
Proceedings of the 13th ACM/IEEE International Conference on Cyber-Physical Systems, 2022

Correct-By-Construction Exploration and Exploitation for Unknown Linear Systems Using Bilinear Optimization.
Proceedings of the HSCC '22: 25th ACM International Conference on Hybrid Systems: Computation and Control, Milan, Italy, May 4, 2022

Classification of Driving Behaviors Using STL Formulas: A Comparative Study.
Proceedings of the Formal Modeling and Analysis of Timed Systems, 2022

Finite Sample Identification of Bilinear Dynamical Systems.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022

On the Convergence of the Backward Reachable Sets of Robust Controlled Invariant Sets For Discrete-time Linear Systems.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Sample Complexity Analysis and Self-regularization in Identification of Over-parameterized ARX Models.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Communication Obfuscation for Privacy and Utility against Obfuscation-Aware Eavesdroppers.
Proceedings of the American Control Conference, 2022

Certainty Equivalent Quadratic Control for Markov Jump Systems.
Proceedings of the American Control Conference, 2022

Data-Driven Control of Markov Jump Systems: Sample Complexity and Regret Bounds.
Proceedings of the American Control Conference, 2022

Data-driven estimation of probabilistic constraints for network-safe distributed energy resource control.
Proceedings of the 58th Annual Allerton Conference on Communication, 2022

2021
Synthesis-guided Adversarial Scenario Generation for Gray-box Feedback Control Systems with Sensing Imperfections.
ACM Trans. Embed. Comput. Syst., 2021

Planning With Learned Dynamics: Probabilistic Guarantees on Safety and Reachability via Lipschitz Constants.
IEEE Robotics Autom. Lett., 2021

Learning constraints from demonstrations with grid and parametric representations.
Int. J. Robotics Res., 2021

Identification and Adaptive Control of Markov Jump Systems: Sample Complexity and Regret Bounds.
CoRR, 2021

Divergent stutter bisimulation abstraction for controller synthesis with linear temporal logic specifications.
Autom., 2021

Inferring Obstacles and Path Validity from Visibility-Constrained Demonstrations.
Proceedings of the Algorithmic Foundations of Robotics XIV, 2021

Towards Better Adaptive Systems by Combining MAPE, Control Theory, and Machine Learning.
Proceedings of the 16th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2021

Compositional safety rules for inter-triggering hybrid automata.
Proceedings of the HSCC '21: 24th ACM International Conference on Hybrid Systems: Computation and Control, 2021

A fresh look at some classical system identification methods.
Proceedings of the 55th Annual Conference on Information Sciences and Systems, 2021

Enforcement of K-Step Opacity with Edit Functions.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Automaton-based Implicit Controlled Invariant Set Computation for Discrete-Time Linear Systems.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Model Error Propagation via Learned Contraction Metrics for Safe Feedback Motion Planning of Unknown Systems.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Optimal Control for Linear Networked Control Systems with Information Transmission Constraints.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Toward Phase-Variable Control of Sit-to-Stand Motion with a Powered Knee-Ankle Prosthesis.
Proceedings of the IEEE Conference on Control Technology and Applications, 2021

On the Value of Preview Information For Safety Control.
Proceedings of the 2021 American Control Conference, 2021

Large-Scale Invariant Sets for Safe Coordination of Thermostatic Loads.
Proceedings of the 2021 American Control Conference, 2021

An enhanced hierarchy for (robust) controlled invariance.
Proceedings of the 2021 American Control Conference, 2021

Safety Control Synthesis for Systems with Missing Measurements.
Proceedings of the 7th IFAC Conference on Analysis and Design of Hybrid Systems, 2021

Safe Online Planning in Unknown Nonconvex Environments with Implicit Controlled Invariant Sets.
Proceedings of the 7th IFAC Conference on Analysis and Design of Hybrid Systems, 2021

2020
Multirobot Coordination With Counting Temporal Logics.
IEEE Trans. Robotics, 2020

Fuel Cell Thermal Management: Modeling, Specifications, and Correct-by-Construction Control Synthesis.
IEEE Trans. Control. Syst. Technol., 2020

Control Synthesis for Permutation-Symmetric High-Dimensional Systems With Counting Constraints.
IEEE Trans. Autom. Control., 2020

Learning Constraints From Locally-Optimal Demonstrations Under Cost Function Uncertainty.
IEEE Robotics Autom. Lett., 2020

Planning with Learned Dynamics: Guaranteed Safety and Reachability via Lipschitz Constants.
CoRR, 2020

From Drinking Philosophers to Wandering Robots.
CoRR, 2020

Passivity-based analysis of sampled and quantized control implementations.
Autom., 2020

Explaining Multi-stage Tasks by Learning Temporal Logic Formulas from Suboptimal Demonstrations.
Proceedings of the Robotics: Science and Systems XVI, 2020

Inter-triggering hybrid automata: a formalism for responsibility-sensitive safety.
Proceedings of the HSCC '20: 23rd ACM International Conference on Hybrid Systems: Computation and Control, 2020

On abstraction-based controller design with output feedback.
Proceedings of the HSCC '20: 23rd ACM International Conference on Hybrid Systems: Computation and Control, 2020

Belief-prefix Control for Autonomously Dodging Switching Disturbances.
Proceedings of the 18th European Control Conference, 2020

Uncertainty-Aware Constraint Learning for Adaptive Safe Motion Planning from Demonstrations.
Proceedings of the 4th Conference on Robot Learning, 2020

Efficient Safety Control Synthesis with Imperfect State Information.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020

Implicit Invariant Sets for High-Dimensional Switched Affine Systems.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020

Driving with guardian: Blending user inputs with safety ensuring barriers.
Proceedings of the 2020 IEEE Conference on Control Technology and Applications, 2020

Parameter Sensitivity Analysis of Controlled Invariant Sets via Value Iteration.
Proceedings of the 2020 American Control Conference, 2020

Scalable Computation of Controlled Invariant Sets for Discrete-Time Linear Systems with Input Delays.
Proceedings of the 2020 American Control Conference, 2020

2019
On Sufficient Conditions for Mixed Monotonicity.
IEEE Trans. Autom. Control., 2019

Combining LTL monitoring with model invalidation for improved fault detectability analysis for hybrid systems: poster abstract.
Proceedings of the 22nd ACM International Conference on Hybrid Systems: Computation and Control, 2019

Equalized recovery: Weakening invariance for control and estimation: poster abstract.
Proceedings of the 22nd ACM International Conference on Hybrid Systems: Computation and Control, 2019

Safety control with preview automaton: poster abstract.
Proceedings of the 22nd ACM International Conference on Hybrid Systems: Computation and Control, 2019

Safe Autonomous Overtaking with Intention Estimation.
Proceedings of the 17th European Control Conference, 2019

Learning Parametric Constraints in High Dimensions from Demonstrations.
Proceedings of the 3rd Annual Conference on Robot Learning, 2019

Fault Detectability Analysis of Switched Affine Systems with Linear Temporal Logic Constraints.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Tight decomposition functions for mixed monotonicity.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Safety Control with Preview Automaton.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Quickly Finding Recursively Feasible Solutions for MPC with Discrete Variables.
Proceedings of the 2019 IEEE Conference on Control Technology and Applications, 2019

Intention-Aware Supervisory Control with Driving Safety Applications.
Proceedings of the 2019 IEEE Conference on Control Technology and Applications, 2019

Mode Clustering for Markov Jump Systems.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

Correct-by-construction control synthesis for buck converters with event-triggered state measurement.
Proceedings of the 2019 American Control Conference, 2019

Prefix-based Bounded-error Estimation with Intermittent Observations.
Proceedings of the 2019 American Control Conference, 2019

Managing Voltage Excursions on the Distribution Network by Limiting the Aggregate Variability of Thermostatic Loads.
Proceedings of the 2019 American Control Conference, 2019

Non-asymptotic Identification of LTI Systems from a Single Trajectory.
Proceedings of the 2019 American Control Conference, 2019

2018
Optimal Gear Shift Schedule Design for Automated Vehicles: Hybrid System Based Analytical Approach.
IEEE Trans. Control. Syst. Technol., 2018

Using Control Synthesis to Generate Corner Cases: A Case Study on Autonomous Driving.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018

A Robust Algorithm for Online Switched System Identification.
CoRR, 2018

Guaranteed model-based fault detection in cyber-physical systems: A model invalidation approach.
Autom., 2018

Learning Constraints from Demonstrations.
Proceedings of the Algorithmic Foundations of Robotics XIII, 2018

Optimal input design for affine model discrimination with applications in intention-aware vehicles.
Proceedings of the 9th ACM/IEEE International Conference on Cyber-Physical Systems, 2018

Multi-agent Coordination Subject to Counting Constraints: A Hierarchical Approach.
Proceedings of the Distributed Autonomous Robotic Systems, 2018

Fault-Tolerant Output-Feedback Path Planning with Temporal Logic Constraints.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Structural Detectability of Faults in Discrete-Time Affine Systems.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Data-Driven Computation of Minimal Robust Control Invariant Set.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Discrete State Estimation with Persistent Sensor Faults and Non-Persistent Noise via Noisy Bayesian Active Diagnosis.
Proceedings of the 2018 Annual American Control Conference, 2018

Input Design for Nonlinear Model Discrimination via Affine Abstraction.
Proceedings of the 6th IFAC Conference on Analysis and Design of Hybrid Systems, 2018

Optimization-Based Design of Bounded-Error Estimators Robust to Missing Data.
Proceedings of the 6th IFAC Conference on Analysis and Design of Hybrid Systems, 2018

Nonuniform abstractions, refinement and controller synthesis with novel BDD encodings.
Proceedings of the 6th IFAC Conference on Analysis and Design of Hybrid Systems, 2018

2017
Guest editorial: special issue on formal methods in control.
Discret. Event Dyn. Syst., 2017

Augmented finite transition systems as abstractions for control synthesis.
Discret. Event Dyn. Syst., 2017

Control Synthesis for High-Dimensional Systems With Counting Constraints.
CoRR, 2017

Optimal Input Design for Affine Model Discrimination with Applications in Intention-Aware Vehicles.
CoRR, 2017

Provably-correct coordination of large collections of agents with counting temporal logic constraints.
Proceedings of the 8th International Conference on Cyber-Physical Systems, 2017

On a Class of Maximal Invariance Inducing Control Strategies for Large Collections of Switched Systems.
Proceedings of the 20th International Conference on Hybrid Systems: Computation and Control, 2017

Provably-correct fault tolerant control with delayed information.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Synchronous and asynchronous multi-agent coordination with cLTL+ constraints.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Maximizing the time of invariance for large collections of switched systems.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Guaranteed fault detection and isolation for switched affine models.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Weak adaptive submodularity and group-based active diagnosis with applications to state estimation with persistent sensor faults.
Proceedings of the 2017 American Control Conference, 2017

2016
Correct-by-Construction Adaptive Cruise Control: Two Approaches.
IEEE Trans. Control. Syst. Technol., 2016

Verification Guided Refinement of Flight Safety Assessment and Management System for Takeoff.
J. Aerosp. Inf. Syst., 2016

SAT-based Distributed Reactive Control Protocol Synthesis for Boolean Networks.
CoRR, 2016

WiP Abstract: Distributed Reactive Control Synthesis for Aircraft Electric Power Systems via SAT Solving.
Proceedings of the 7th ACM/IEEE International Conference on Cyber-Physical Systems, 2016

Control Synthesis for Large Collections of Systems with Mode-Counting Constraints.
Proceedings of the 19th International Conference on Hybrid Systems: Computation and Control, 2016

Interdependence quantification for compositional control synthesis with an application in vehicle safety systems.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Synthesis of fault tolerant switching protocols for vehicle engine thermal management.
Proceedings of the 2016 American Control Conference, 2016

An exact and efficient algorithm for segmentation of ARX models.
Proceedings of the 2016 American Control Conference, 2016

Synthesis of separable controlled invariant sets for modular local control design.
Proceedings of the 2016 American Control Conference, 2016

Model (in)validation and fault detection for systems with polynomial state-space models.
Proceedings of the 2016 American Control Conference, 2016

A bisimulation-like algorithm for abstracting control systems.
Proceedings of the 54th Annual Allerton Conference on Communication, 2016

Control design for hybrid systems with TuLiP: The Temporal Logic Planning toolbox.
Proceedings of the 2016 IEEE Conference on Control Applications, 2016

2015
Set membership identification of switched linear systems with known number of subsystems.
Autom., 2015

Passivity degradation in discrete control implementations: An approximate bisimulation approach.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Computing finite abstractions with robustness margins via local reachable set over-approximation.
Proceedings of the 5th IFAC Conference on Analysis and Design of Hybrid Systems, 2015

Model Invalidation for Switched Affine Systems with Applications to Fault and Anomaly Detection.
Proceedings of the 5th IFAC Conference on Analysis and Design of Hybrid Systems, 2015

2014
Convex Certificates for Model (In)validation of Switched Affine Systems With Unknown Switches.
IEEE Trans. Autom. Control., 2014

Control Software Synthesis and Validation for a Vehicular Electric Power Distribution Testbed.
J. Aerosp. Inf. Syst., 2014

A Contract-Based Methodology for Aircraft Electric Power System Design.
IEEE Access, 2014

Abstraction, discretization, and robustness in temporal logic control of dynamical systems.
Proceedings of the 17th International Conference on Hybrid Systems: Computation and Control (part of CPS Week), 2014

Surviving the upcoming data deluge: A systems and control perspective.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Incremental synthesis of switching protocols via abstraction refinement.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Preliminary results on correct-by-construction control software synthesis for adaptive cruise control.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Efficient control synthesis for augmented finite transition systems with an application to switching protocols.
Proceedings of the American Control Conference, 2014

Synthesis of correct-by-construction control protocols for hybrid systems using partial state information.
Proceedings of the American Control Conference, 2014

2013
Synthesis of Reactive Switching Protocols From Temporal Logic Specifications.
IEEE Trans. Autom. Control., 2013

An aircraft electric power testbed for validating automatically synthesized reactive control protocols.
Proceedings of the 16th international conference on Hybrid systems: computation and control, 2013

Dynamic state estimation in distributed aircraft electric control systems via adaptive submodularity.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Computing augmented finite transition systems to synthesize switching protocols for polynomial switched systems.
Proceedings of the American Control Conference, 2013

2012
A Sparsification Approach to Set Membership Identification of Switched Affine Systems.
IEEE Trans. Autom. Control., 2012

On synthesizing robust discrete controllers under modeling uncertainty.
Proceedings of the Hybrid Systems: Computation and Control (part of CPS Week 2012), 2012

Reactive controllers for differentially flat systems with temporal logic constraints.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

A convex optimization approach to model (in)validation of switched ARX systems with unknown switches.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Temporal logic control of switched affine systems with an application in fuel balancing.
Proceedings of the American Control Conference, 2012

Switching protocol synthesis for temporal logic specifications.
Proceedings of the American Control Conference, 2012

2011
Distributed Synthesis of Control Protocols for Smart Camera Networks.
Proceedings of the 2011 IEEE/ACM International Conference on Cyber-Physical Systems, 2011

TuLiP: a software toolbox for receding horizon temporal logic planning.
Proceedings of the 14th ACM International Conference on Hybrid Systems: Computation and Control, 2011

Distributed power allocation for vehicle management systems.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Hybrid system identification with faulty measurements and its application to activity analysis.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Blind identification of sparse dynamic networks and applications.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

2010
Locally Deformable Shape Model to Improve 3D Level Set Based Esophagus Segmentation.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

GPCA with denoising: A moments-based convex approach.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Model (in) validation of switched ARX systems with unknown switches and its application to activity monitoring.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Hybrid system identification: An SDP approach.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

2009
Improving face recognition with a quality-based probabilistic framework.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

Robust identification of switched affine systems via moments-based convex optimization.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

2008
Sequential sparsification for change detection.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

A sparsification approach to set membership identification of a class of affine hybrid systems.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008

2007
A pessimistic approach to frequency domain model (in)validation.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007

2006
Activity Recognition from Silhouettes using Linear Systems and Model (In)validation Techniques.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006


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