Bahman Gharesifard

IEEE Trans. Autom. Control., July, 2024

A Unifying Generator Loss Function for Generative Adversarial Networks.

[BibT_eX]

[DOI]

Justin Veiner

Entropy, April, 2024

A Note on Stability of Event-Triggered Control Systems With Time Delays.

[BibT_eX]

[DOI]

Elena Braverman

IEEE Trans. Autom. Control., March, 2024

Robust Matching for Teams.

[BibT_eX]

[DOI]

Daniel Owusu Adu

J. Optim. Theory Appl., February, 2024

Classification Utility, Fairness, and Compactness via Tunable Information Bottleneck and Rényi Measures.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2024

Generating preferential attachment graphs via a Pólya urn with expanding colors.

[BibT_eX]

[DOI]

Netw. Sci., 2024

Approximate Controllability of Continuity Equation of Transformers.

[BibT_eX]

[DOI]

Daniel Owusu Adu

IEEE Control. Syst. Lett., 2024

Inferring Global Exponential Stability Properties using Lie-bracket Approximations.

[BibT_eX]

[DOI]

Marc Weber

Amirreza Neshaei Moghaddam

CoRR, 2024

Sample Complexity of the Linear Quadratic Regulator: A Reinforcement Learning Lens.

[BibT_eX]

[DOI]

Alex Olshevsky

CoRR, 2024

2023

Submodular Maximization With Limited Function Access.

[BibT_eX]

[DOI]

Andrew Downie

IEEE Trans. Autom. Control., September, 2023

A Unified Framework for Continuous-Time Unconstrained Distributed Optimization.

[BibT_eX]

[DOI]

SIAM J. Control. Optim., August, 2023

Anytime Proximity Moving Horizon Estimation: Stability and Regret.

[BibT_eX]

[DOI]

Meriem Gharbi

IEEE Trans. Autom. Control., June, 2023

Universal Approximation Power of Deep Residual Neural Networks Through the Lens of Control.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., May, 2023

A Small Gain Analysis of Single Timescale Actor Critic.

[BibT_eX]

[DOI]

Alex Olshevsky

SIAM J. Control. Optim., April, 2023

Sharp Performance Bounds for PASTA.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2023

Relaxed Feasibility and Stability Criteria for Flexible-Step MPC.

[BibT_eX]

[DOI]

Annika Fürnsinn

IEEE Control. Syst. Lett., 2023

Sparse Linear Ensemble Systems and Structural Averaged Controllability: Single-input Case.

[BibT_eX]

[DOI]

Xudong Chen

CoRR, 2023

Event-triggered control for discrete-time delay systems.

[BibT_eX]

[DOI]

Elena Braverman

Autom., 2023

2022

Event-Triggered Control for Nonlinear Time-Delay Systems.

[BibT_eX]

[DOI]

Elena Braverman

IEEE Trans. Autom. Control., 2022

Optimal Transport for a Class of Linear Quadratic Differential Games.

[BibT_eX]

[DOI]

Daniel Owusu Adu

IEEE Trans. Autom. Control., 2022

A Finite Memory Interacting Pólya Contagion Network and Its Approximating Dynamical Systems.

[BibT_eX]

[DOI]

SIAM J. Control. Optim., 2022

Initialization and Curing Policies for Pólya Contagion Networks.

[BibT_eX]

[DOI]

Greg Harrington

SIAM J. Control. Optim., 2022

Logarithmic regret in online linear quadratic control using Riccati updates.

[BibT_eX]

[DOI]

Math. Control. Signals Syst., 2022

Consensus Using a Network of Finite Memory Pólya Urns.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2022

Safety and Stability Guarantees for Control Loops With Deep Learning Perception.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2022

Structural Averaged Controllability of Linear Ensemble Systems.

[BibT_eX]

[DOI]

Xudong Chen

IEEE Control. Syst. Lett., 2022

Neural ODE Control for Trajectory Approximation of Continuity Equation.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2022

Achieving Utility, Fairness, and Compactness via Tunable Information Bottleneck Measures.

[BibT_eX]

[DOI]

CoRR, 2022

Modeling Network Contagion Via Interacting Finite Memory Pólya Urns.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2022

Rényi Fair Information Bottleneck for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 17th Canadian Workshop on Information Theory, 2022

LiDAR Point Cloud Registration with Formal Guarantees.

[BibT_eX]

[DOI]

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

A Programming Approach for Worst-case Studies in Distributed Submodular Maximization.

[BibT_eX]

[DOI]

Andrew Downie

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Optimistic Greedy Strategies for Partially Known Submodular Functions.

[BibT_eX]

[DOI]

Andrew Downie

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Achieving Logarithmic Regret via Hints in Online Learning of Noisy LQR Systems.

[BibT_eX]

[DOI]

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021

Least kth-Order and Rényi Generative Adversarial Networks.

[BibT_eX]

[DOI]

Neural Comput., 2021

On the lack of monotonicity of Newton-Hewer updates for Riccati equations.

[BibT_eX]

[DOI]

Autom., 2021

Training deep residual networks for uniform approximation guarantees.

[BibT_eX]

[DOI]

Matteo Marchi

Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, 2021

Universal approximation power of deep residual neural networks via nonlinear control theory.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

A Note on Nussbaum-type Control and Lie-bracket Approximation.

[BibT_eX]

[DOI]

Marc Weber

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Anytime Proximity Moving Horizon Estimation: Stability and Regret for Nonlinear Systems.

[BibT_eX]

[DOI]

Meriem Gharbi

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020

A Modified Saddle-Point Dynamics for Distributed Convex Optimization on General Directed Graphs.

[BibT_eX]

[DOI]

João Manoel Gomes da Silva

IEEE Trans. Autom. Control., 2020

Push-Sum on Random Graphs: Almost Sure Convergence and Convergence Rate.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2020

Guest Editorial Introduction to the Special Issue of the IEEE L-CSS on Learning and Control.

[BibT_eX]

[DOI]

Lars Grüne

Christopher M. Kellett

Usman Khan

Giuseppe Notarstefano

Luca Scardovi

Kyriakos G. Vamvoudakis

IEEE Control. Syst. Lett., 2020

Universal Approximation Power of Deep Neural Networks via Nonlinear Control Theory.

[BibT_eX]

[DOI]

CoRR, 2020

Rényi Generative Adversarial Networks.

[BibT_eX]

[DOI]

CoRR, 2020

A Lie bracket approximation approach to distributed optimization over directed graphs.

[BibT_eX]

[DOI]

Simon Michalowsky

Autom., 2020

Riccati updates for online linear quadratic control.

[BibT_eX]

[DOI]

Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020

2019

Curing Epidemics on Networks Using a Polya Contagion Model.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2019

Classification of the Structurally Controllable Zero-Patterns for Driftless Bilinear Control Systems.

[BibT_eX]

[DOI]

Aristomenis Tsopelakos

Mohamed-Ali Belabbas

IEEE Trans. Control. Netw. Syst., 2019

Distributed Optimization Under Adversarial Nodes.

[BibT_eX]

[DOI]

Shreyas Sundaram

IEEE Trans. Autom. Control., 2019

Individual Regret Bounds for the Distributed Online Alternating Direction Method of Multipliers.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2019

Controllability of Coupled Parabolic Systems with Multiple Underactuations, Part 2: Null Controllability.

[BibT_eX]

[DOI]

Drew Steeves

SIAM J. Control. Optim., 2019

Controllability of Coupled Parabolic Systems with Multiple Underactuations, Part 1: Algebraic Solvability.

[BibT_eX]

[DOI]

Drew Steeves

SIAM J. Control. Optim., 2019

Excluding Zeno Behaviour in Event-Triggered Time-Delay Systems by Impulsive Controls.

[BibT_eX]

[DOI]

CoRR, 2019

On average controllability of random heat equations with arbitrarily distributed diffusivity.

[BibT_eX]

[DOI]

Jeremy Coulson

Autom., 2019

Infection-Curing Games over Polya Contagion Networks.

[BibT_eX]

[DOI]

Greg Harrington

Proceedings of the 16th Canadian Workshop on Information Theory, 2019

2018

A Polya Contagion Model for Networks.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2018

Distributed Submodular Maximization With Limited Information.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2018

Stability of bounded subsets of Metzler sparse matrix cones.

[BibT_eX]

[DOI]

Michael McCreesh

Autom., 2018

On the Lie Bracket Approximation Approach to Distributed optimization: Extensions and Limitations.

[BibT_eX]

[DOI]

Simon Michalowsky

Proceedings of the 16th European Control Conference, 2018

Controllability of Coupled Parabolic Systems with Multiple Underactuations.

[BibT_eX]

[DOI]

Drew Steeves

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Convergence Rate of Push-Sum Algorithms on Random Graphs.

[BibT_eX]

[DOI]

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Curing with the Network Polya Contagion Model.

[BibT_eX]

[DOI]

Proceedings of the 2018 Annual American Control Conference, 2018

2017

Distributed Online Convex Optimization on Time-Varying Directed Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2017

Saddle-Point Dynamics: Conditions for Asymptotic Stability of Saddle Points.

[BibT_eX]

[DOI]

Ashish Cherukuri

SIAM J. Control. Optim., 2017

Stabilization of bilinear sparse matrix control systems using periodic inputs.

[BibT_eX]

[DOI]

Autom., 2017

Almost equitable partitions and new necessary conditions for network controllability.

[BibT_eX]

[DOI]

Autom., 2017

Distributed extremum seeking over directed graphs.

[BibT_eX]

[DOI]

Simon Michalowsky

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Distinguished vector fields over smooth manifolds with applications to ensemble control.

[BibT_eX]

[DOI]

Xudong Chen

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

A Polya urn-based model for epidemics on networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 American Control Conference, 2017

2016

On the Convergence of Piecewise Linear Strategic Interaction Dynamics on Networks.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2016

Stability of epidemic models over directed graphs: A positive systems approach.

[BibT_eX]

[DOI]

Ali Khanafer

Autom., 2016

Saddle-point dynamics for distributed convex optimization on general directed graphs.

[BibT_eX]

[DOI]

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Secure local filtering algorithms for distributed optimization.

[BibT_eX]

[DOI]

Shreyas Sundaram

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

On almost equitable partitions and network controllability.

[BibT_eX]

[DOI]

Proceedings of the 2016 American Control Conference, 2016

2015

Graph Controllability Classes for the Laplacian Leader-Follower Dynamics.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2015

Continuous-time distributed convex optimization on time-varying directed networks.

[BibT_eX]

[DOI]

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

On the termination time of the one-sided asymmetric Hegselmann-Krause dynamics.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2015

Consensus-based distributed optimization with malicious nodes.

[BibT_eX]

[DOI]

Shreyas Sundaram

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014

Stealthy Deception in Hypergames Under Informational Asymmetry.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2014

Distributed Continuous-Time Convex Optimization on Weight-Balanced Digraphs.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2014

Stability properties of infection diffusion dynamics over directed networks.

[BibT_eX]

[DOI]

Ali Khanafer

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

A graph-theoretic classification for the controllability of the Laplacian leader-follower dynamics.

[BibT_eX]

[DOI]

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Stability properties of infected networks with low curing rates.

[BibT_eX]

[DOI]

Ali Khanafer

Proceedings of the American Control Conference, 2014

Necessary conditions for controllability of nonlinear networked control systems.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2014

Distributed subgradient-push online convex optimization on time-varying directed graphs.

[BibT_eX]

[DOI]

Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2013

Distributed convergence to Nash equilibria in two-network zero-sum games.

[BibT_eX]

[DOI]

Autom., 2013

Distributed optimization by myopic strategic interactions and the price of heterogeneity.

[BibT_eX]

[DOI]

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Price-based distributed control for networked plug-in electric vehicles.

[BibT_eX]

[DOI]

Alejandro D. Domínguez-García

Proceedings of the American Control Conference, 2013

2012

Evolution of Players' Misperceptions in Hypergames Under Perfect Observations.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2012

Distributed Strategies for Generating Weight-Balanced and Doubly Stochastic Digraphs.

[BibT_eX]

[DOI]

Eur. J. Control, 2012

Distributed convergence to Nash equilibria by adversarial networks

[BibT_eX]

[DOI]

CoRR, 2012

Continuous-time distributed convex optimization on directed graphs

[BibT_eX]

[DOI]

CoRR, 2012

Continuous-time distributed convex optimization on weight-balanced digraphs.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Distributed convergence to Nash equilibria by adversarial networks with directed topologies.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Distributed convergence to Nash equilibria by adversarial networks with undirected topologies.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2012

2011

Stabilization of Systems with One Degree of Underactuation with Energy Shaping: A Geometric Approach.

[BibT_eX]

[DOI]

SIAM J. Control. Optim., 2011

Stealthy strategies for deception in hypergames with asymmetric information.

[BibT_eX]

[DOI]

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Learning of equilibria and misperceptions in hypergames with perfect observations.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2011

Exploration of misperceptions in hypergames.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010

Evolution of the perception about the opponent in hypergames.

[BibT_eX]

[DOI]

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

A complete characterization of stabilization of systems with one degree of underactuation with energy shaping method.

[BibT_eX]

[DOI]

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

When does a digraph admit a doubly stochastic adjacency matrix?

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2010

2009

Distributed strategies for making a digraph weight-balanced.

[BibT_eX]

[DOI]

Proceedings of the 47th Annual Allerton Conference on Communication, 2009

2008

A Geometric Framework for Stabilization by Energy Shaping: Sufficient Conditions for Existence of Solutions.

[BibT_eX]

[DOI]

Andrew D. Lewis

Commun. Inf. Syst., 2008

2005

Using energy-based variable structure approach to control the vibrations in a nonlinear beam with large deformations.

[BibT_eX]

[DOI]