Ali Jadbabaie

Orcid: 0000-0003-1122-3069

According to our database1, Ali Jadbabaie authored at least 318 papers between 2000 and 2024.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2014, "For contributions to the theory of multi-agent coordination and control".

Timeline

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Bibliography

2024
Estimation of Skill Distributions.
IEEE Trans. Inf. Theory, September, 2024

Unifying Epidemic Models With Mixtures.
IEEE Trans. Signal Inf. Process. over Networks, 2024

Improved Sample Complexity of Imitation Learning for Barrier Model Predictive Control.
CoRR, 2024

Optimal estimation in spatially distributed systems: how far to share measurements from?
CoRR, 2024

Residual Connections and Normalization Can Provably Prevent Oversmoothing in GNNs.
CoRR, 2024

On the Role of Attention Masks and LayerNorm in Transformers.
CoRR, 2024

A least-square method for non-asymptotic identification in linear switching control.
CoRR, 2024

Belief Samples Are All You Need For Social Learning.
CoRR, 2024

How to Escape Sharp Minima with Random Perturbations.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Linear attention is (maybe) all you need (to understand Transformer optimization).
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Evolution of Opinions Under Social Pressure on Random Graphs.
Proceedings of the American Control Conference, 2024

Estimating True Beliefs from Declared Opinions.
Proceedings of the American Control Conference, 2024

2023
Federated Optimization of Smooth Loss Functions.
IEEE Trans. Inf. Theory, December, 2023

Network Realization Functions for Optimal Distributed Control.
IEEE Trans. Autom. Control., December, 2023

Sales-Based Rebate Design.
Manag. Sci., October, 2023

Inference in Opinion Dynamics Under Social Pressure.
IEEE Trans. Autom. Control., June, 2023

GAT-GMM: Generative Adversarial Training for Gaussian Mixture Models.
SIAM J. Math. Data Sci., March, 2023

Smooth Model Predictive Control with Applications to Statistical Learning.
CoRR, 2023

How to escape sharp minima.
CoRR, 2023

Variance-reduced Clipping for Non-convex Optimization.
CoRR, 2023

In Defense of Liquid Democracy.
Proceedings of the 24th ACM Conference on Economics and Computation, 2023

Demystifying Oversmoothing in Attention-Based Graph Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Convergence of Adam Under Relaxed Assumptions.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Convex and Non-convex Optimization Under Generalized Smoothness.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Provable Guarantees for Generative Behavior Cloning: Bridging Low-Level Stability and High-Level Behavior.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Model Predictive Control via On-Policy Imitation Learning.
Proceedings of the Learning for Dynamics and Control Conference, 2023

A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Stochastic Opinion Dynamics Under Social Pressure in Arbitrary Networks.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Adaptive Low-Rank Gradient Descent.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Gradient Descent with Low-Rank Objective Functions.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022
Robust and Adaptive Sequential Submodular Optimization.
IEEE Trans. Autom. Control., 2022

An Optimal Transport Approach to Personalized Federated Learning.
IEEE J. Sel. Areas Inf. Theory, 2022

A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks.
CoRR, 2022

Sparse Representations of Dynamical Networks: A Coprime Factorization Approach.
CoRR, 2022

Gradient Descent for Low-Rank Functions.
CoRR, 2022

Current Implicit Policies May Not Eradicate COVID-19.
CoRR, 2022

Time Varying Regression with Hidden Linear Dynamics.
Proceedings of the Learning for Dynamics and Control Conference, 2022

Neural Network Weights Do Not Converge to Stationary Points: An Invariant Measure Perspective.
Proceedings of the International Conference on Machine Learning, 2022

Beyond Worst-Case Analysis in Stochastic Approximation: Moment Estimation Improves Instance Complexity.
Proceedings of the International Conference on Machine Learning, 2022

On Convergence of Gradient Descent Ascent: A Tight Local Analysis.
Proceedings of the International Conference on Machine Learning, 2022

Link Partitioning on Simplicial Complexes Using Higher-Order Laplacians.
Proceedings of the IEEE International Conference on Data Mining, 2022

Generalizing Homophily to Simplicial Complexes.
Proceedings of the Complex Networks and Their Applications XI, 2022

Byzantine-Robust Federated Linear Bandits.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021
A General Framework for Distributed Inference With Uncertain Models.
IEEE Trans. Signal Inf. Process. over Networks, 2021

LQG Control and Sensing Co-Design.
IEEE Trans. Autom. Control., 2021

Deterministic and Randomized Actuator Scheduling With Guaranteed Performance Bounds.
IEEE Trans. Autom. Control., 2021

Local Optimality of Almost Piecewise-Linear Quantizers for Witsenhausen's Problem.
IEEE Trans. Autom. Control., 2021

Bayesian Decision Making in Groups is Hard.
Oper. Res., 2021

On Convergence of Training Loss Without Reaching Stationary Points.
CoRR, 2021

Higher Order Information Identifies Tie Strength.
CoRR, 2021

In Defense of Fluid Democracy.
CoRR, 2021

Opinion Dynamics under Social Pressure.
CoRR, 2021

Can Single-Shuffle SGD be Better than Reshuffling SGD and GD?
CoRR, 2021

Complexity Lower Bounds for Nonconvex-Strongly-Concave Min-Max Optimization.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

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

Open Problem: Can Single-Shuffle SGD be Better than Reshuffling SGD and GD?
Proceedings of the Conference on Learning Theory, 2021

Persuasion, News Sharing, and Cascades on Social Networks.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Toward Active Sequential Hypothesis Testing with Uncertain Models.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Optimal structured controllers for spatially invariant systems: a convex reformulation.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020
Blind Community Detection From Low-Rank Excitations of a Graph Filter.
IEEE Trans. Signal Process., 2020

Non-Bayesian Social Learning With Uncertain Models.
IEEE Trans. Signal Process., 2020

Network Inference From Consensus Dynamics With Unknown Parameters.
IEEE Trans. Signal Inf. Process. over Networks, 2020

Spectral Alignment of Graphs.
IEEE Trans. Netw. Sci. Eng., 2020

Tests for Network Cascades via Branching Processes.
IEEE Trans. Netw. Sci. Eng., 2020

Random Walks on Simplicial Complexes and the Normalized Hodge 1-Laplacian.
SIAM Rev., 2020

Gradient-Based Empirical Risk Minimization using Local Polynomial Regression.
CoRR, 2020

A Distributed Cubic-Regularized Newton Method for Smooth Convex Optimization over Networks.
CoRR, 2020

GAT-GMM: Generative Adversarial Training for Gaussian Mixture Models.
CoRR, 2020

Stochastic Optimization with Non-stationary Noise.
CoRR, 2020

On Complexity of Finding Stationary Points of Nonsmooth Nonconvex Functions.
CoRR, 2020

A separation theorem for joint sensor and actuator scheduling with guaranteed performance bounds.
Autom., 2020

Robust Federated Learning: The Case of Affine Distribution Shifts.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Estimation of Skill Distribution from a Tournament.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Complexity of Finding Stationary Points of Nonconvex Nonsmooth Functions.
Proceedings of the 37th International Conference on Machine Learning, 2020

Why Gradient Clipping Accelerates Training: A Theoretical Justification for Adaptivity.
Proceedings of the 8th International Conference on Learning Representations, 2020

Communication Constrained Learning with Uncertain Models.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Social Learning with Sparse Belief Samples.
Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Social Learning with Sparse Belief Samples.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020

Information Disclosure and Network Formation in News Subscription Services.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020

Distributed Kalman filtering for spatially-invariant diffusion processes: the effect of noise on communication requirements.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020

Non-Bayesian Social Learning with Gaussian Uncertain Models.
Proceedings of the 2020 American Control Conference, 2020

FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019
Distributed Newton Method for Large-Scale Consensus Optimization.
IEEE Trans. Autom. Control., 2019

Minimal Reachability is Hard To Approximate.
IEEE Trans. Autom. Control., 2019

Scaling Laws for Consensus Protocols Subject to Noise.
IEEE Trans. Autom. Control., 2019

Optimal contracting in networks.
J. Econ. Theory, 2019

Competitive Contagion with Sparse Seeding.
CoRR, 2019

Analysis of Gradient Clipping and Adaptive Scaling with a Relaxed Smoothness Condition.
CoRR, 2019

Are deep ResNets provably better than linear predictors?
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Small ReLU networks are powerful memorizers: a tight analysis of memorization capacity.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Small nonlinearities in activation functions create bad local minima in neural networks.
Proceedings of the 7th International Conference on Learning Representations, 2019

Efficiently testing local optimality and escaping saddles for ReLU networks.
Proceedings of the 7th International Conference on Learning Representations, 2019

On Malicious Agents in Non-Bayesian Social Learning with Uncertain Models.
Proceedings of the 22th International Conference on Information Fusion, 2019

Reasoning in Bayesian Opinion Exchange Networks Is PSPACE-Hard.
Proceedings of the Conference on Learning Theory, 2019

Acceleration in First Order Quasi-strongly Convex Optimization by ODE Discretization.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Non-Bayesian Social Learning with Uncertain Models over Time-Varying Directed Graphs.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

A Separation Principle for Joint Sensor and Actuator Scheduling with Guaranteed Performance Bounds.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

A Class of Near-Optimal Local Minima for Witsenhausen's Problem.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Achieving Acceleration in Distributed Optimization via Direct Discretization of the Heavy-Ball ODE.
Proceedings of the 2019 American Control Conference, 2019

On Increasing Self-Confidence in Non-Bayesian Social Learning over Time-Varying Directed Graphs.
Proceedings of the 2019 American Control Conference, 2019

Efficient Nonconvex Empirical Risk Minimization via Adaptive Sample Size Methods.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018
Distributed Online Optimization in Dynamic Environments Using Mirror Descent.
IEEE Trans. Autom. Control., 2018

Simplicial closure and higher-order link prediction.
Proc. Natl. Acad. Sci. USA, 2018

Dynamic Pricing in Social Networks: The Word-of-Mouth Effect.
Manag. Sci., 2018

Finite sample expressive power of small-width ReLU networks.
CoRR, 2018

Random Walks on Simplicial Complexes and the normalized Hodge Laplacian.
CoRR, 2018

Resilient Non-Submodular Maximization over Matroid Constraints.
CoRR, 2018

Control and Sensing Co-design.
CoRR, 2018

A Critical View of Global Optimality in Deep Learning.
CoRR, 2018

Direct Runge-Kutta Discretization Achieves Acceleration.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Escaping Saddle Points in Constrained Optimization.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Global Optimality Conditions for Deep Neural Networks.
Proceedings of the 6th International Conference on Learning Representations, 2018

Community Detection from Low-Rank Excitations of a Graph Filter.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Deterministic Polynomial-Time Actuator Scheduling With Guaranteed Performance.
Proceedings of the 16th European Control Conference, 2018

Resilient Monotone Sequential Maximization.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Sensing-Constrained LQG Control.
Proceedings of the 2018 Annual American Control Conference, 2018

Limitations and Tradeoffs in Minimum Input Selection Problems.
Proceedings of the 2018 Annual American Control Conference, 2018

2017
Bayesian Learning Without Recall.
IEEE Trans. Signal Inf. Process. over Networks, 2017

State of the Journal Editorial.
IEEE Trans. Netw. Sci. Eng., 2017

Competitive Diffusion in Social Networks: Quality or Seeding?
IEEE Trans. Control. Netw. Syst., 2017

Optimal Distributed Control for Platooning via Sparse Coprime Factorizations.
IEEE Trans. Autom. Control., 2017

Bayesian Group Decisions: Algorithms and Complexity.
CoRR, 2017

Multi-armed bandits in multi-agent networks.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Resilient monotone submodular function maximization.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Distributed lifelong reinforcement learning with sub-linear regret.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Network inference from consensus dynamics.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Complexity of Bayesian belief exchange over a network.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

On the limited communication analysis and design for decentralized estimation.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Dynamic public learning in networks of strategic agents: The role of inter/intra-community ties.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Scheduling nonlinear sensors for stochastic process estimation.
Proceedings of the 2017 American Control Conference, 2017

An online optimization approach for multi-agent tracking of dynamic parameters in the presence of adversarial noise.
Proceedings of the 2017 American Control Conference, 2017

Decoupled-dynamics distributed control for strings of nonlinear autonomous agents.
Proceedings of the 2017 American Control Conference, 2017

A game theoretic approach to promotion design in two-sided platforms.
Proceedings of the 55th Annual Allerton Conference on Communication, 2017

Aggregate learning in networks of strategic agents.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016
EIC Editorial.
IEEE Trans. Netw. Sci. Eng., 2016

Minimal Actuator Placement With Bounds on Control Effort.
IEEE Trans. Control. Netw. Syst., 2016

Distributed Detection: Finite-Time Analysis and Impact of Network Topology.
IEEE Trans. Autom. Control., 2016

Learning to Coordinate in Social Networks.
Oper. Res., 2016

Decoupled Dynamics Distributed Control for Strings of Nonlinear Autonomous Agents.
CoRR, 2016

Bayesian Heuristics for Group Decisions.
CoRR, 2016

Spectral Alignment of Networks.
CoRR, 2016

Defining Data Clusters.
Computer, 2016

Near-optimal sensor scheduling for batch state estimation: Complexity, algorithms, and limits.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

An exact distributed newton method for reinforcement learning.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Group decision making and social learning.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Online optimization in dynamic environments: Improved regret rates for strongly convex problems.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

On performance of consensus protocols subject to noise: Role of hitting times and network structure.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Decentralized observability with limited communication between sensors.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Slopey quantizers are locally optimal for Witsenhausen's counterexample.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Sensor placement for optimal Kalman filtering: Fundamental limits, submodularity, and algorithms.
Proceedings of the 2016 American Control Conference, 2016

Distributed estimation of dynamic parameters: Regret analysis.
Proceedings of the 2016 American Control Conference, 2016

Naive social learning in Ising networks.
Proceedings of the 2016 American Control Conference, 2016

Learning without Recall from actions of neighbors.
Proceedings of the 2016 American Control Conference, 2016

Distributed estimation and learning over heterogeneous networks.
Proceedings of the 54th Annual Allerton Conference on Communication, 2016

Equilibrium analysis for a leader-follower game with noisy observations: A pace forward in Witsenhausen's counterexample conjecture.
Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015
Flocking in Networked Systems.
Proceedings of the Encyclopedia of Systems and Control, 2015

A Fast Distributed Solver for Symmetric Diagonally Dominant Linear Equations.
CoRR, 2015

Learning without Recall: A Case for Log-Linear Learning.
CoRR, 2015

Distributed Resource Allocation for Epidemic control.
CoRR, 2015

Distributed resource allocation for control of spreading processes.
Proceedings of the 14th European Control Conference, 2015

Minimal reachability problems.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Fast, accurate second order methods for network optimization.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Learning without recall by random walks on directed graphs.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Duopoly budget allocation in social networks: A nash analysis approach.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Minimal actuator placement with optimal control constraints.
Proceedings of the American Control Conference, 2015

Switching to learn.
Proceedings of the American Control Conference, 2015

Learning without recall in directed circles and rooted trees.
Proceedings of the American Control Conference, 2015

Finite-time analysis of the distributed detection problem.
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

Online Optimization : Competing with Dynamic Comparators.
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

2014
Bayesian Quadratic Network Game Filters.
IEEE Trans. Signal Process., 2014

IEEE Transactions on Network Science and Engineering.
IEEE Trans. Netw. Sci. Eng., 2014

Optimal Resource Allocation for Network Protection Against Spreading Processes.
IEEE Trans. Control. Netw. Syst., 2014

Multiagent Flocking Under General Communication Rule.
IEEE Trans. Control. Netw. Syst., 2014

Accelerated Dual Descent for Network Flow Optimization.
IEEE Trans. Autom. Control., 2014

Strategic Information Diffusion: Spread vs. Exploit.
SIGMETRICS Perform. Evaluation Rev., 2014

On the Degree Distribution of Pólya Urn Graph Processes.
CoRR, 2014

Controllability and Fraction of Leaders in Infinite Network.
CoRR, 2014

Collaborative scalar-gain estimators for potentially unstable social dynamics with limited communication.
Autom., 2014

Information aggregation in a beauty contest game.
Proceedings of the IEEE International Conference on Acoustics, 2014

Discounted integral priority routing for data networks.
Proceedings of the IEEE Global Communications Conference, 2014

On convergence rate of Accelerated Dual Descent Algorithm.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

(Non-)Bayesian learning without recall.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Optimal budget allocation in social networks: Quality or seeding?
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Controllability and fraction of leaders in infinite networks.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

2013
Moment-Based Spectral Analysis of Large-Scale Networks Using Local Structural Information.
IEEE/ACM Trans. Netw., 2013

A Distributed Newton Method for Network Utility Maximization - Part II: Convergence.
IEEE Trans. Autom. Control., 2013

A Distributed Newton Method for Network Utility Maximization-I: Algorithm.
IEEE Trans. Autom. Control., 2013

Structural Analysis of Laplacian Spectral Properties of Large-Scale Networks.
IEEE Trans. Autom. Control., 2013

Learning in Network Games with Incomplete Information: Asymptotic Analysis and Tractable Implementation of Rational Behavior.
IEEE Signal Process. Mag., 2013

Reaching Consensus With Increasing Information.
IEEE J. Sel. Top. Signal Process., 2013

Exponentially Fast Parameter Estimation in Networks Using Distributed Dual Averaging.
CoRR, 2013

Optimal Resource Allocation for Network Protection: A Geometric Programming Approach.
CoRR, 2013

Online Learning of Dynamic Parameters in Social Networks.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Accelerated backpressure algorithm.
Proceedings of the 2013 IEEE Global Communications Conference, 2013

Distributed filters for Bayesian network games.
Proceedings of the 21st European Signal Processing Conference, 2013

Combinatorial bounds and scaling laws for noise amplification in networks.
Proceedings of the 12th European Control Conference, 2013

Accelerated dual descent for constrained convex network flow optimization.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Exponentially fast parameter estimation in networks using distributed dual averagingy.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Structured coprime factorizations description of Linear and Time-Invariant networks.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Optimal vaccine allocation to control epidemic outbreaks in arbitrary networks.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Learning to coordinate in a beauty contest game.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012
Non-Bayesian social learning.
Games Econ. Behav., 2012

Structural Analysis of Viral Spreading Processes in Social and Communication Networks Using Egonets
CoRR, 2012

Natural algorithms in a networked world: technical perspective.
Commun. ACM, 2012

A distributed newton method for dynamic Network Utility Maximization with delivery contracts.
Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012

Network optimization under uncertainty.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Game theoretic analysis of customer subscription decisions in networks with positive externality.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Network structure and efficiency of observational social learning.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Duopoly pricing game in networks with local coordination effects.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Game theoretic analysis of a strategic model of competitive contagion and product adoption in social networks.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

A distributed line search for network optimization.
Proceedings of the American Control Conference, 2012

On consensus and exponentially fast social learning.
Proceedings of the American Control Conference, 2012

Multi-agent flocking with random communication radius.
Proceedings of the American Control Conference, 2012

Consensus over martingale graph processes.
Proceedings of the American Control Conference, 2012

A connectivity preserving containment control strategy for unicycles with static leaders.
Proceedings of the American Control Conference, 2012

Targeted marketing and seeding products with positive externality.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012

Learning in linear games over networks.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012

Dynamic games with side information in economic networks.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011
Spectral Design of Dynamic Networks via Local Operations
CoRR, 2011

Networked estimation under information constraints
CoRR, 2011

Structural Analysis of Laplacian Spectral Properties in Complex Electric Grids
CoRR, 2011

On Non-Bayesian Social Learning
CoRR, 2011

On dual convergence of the distributed Newton method for Network Utility Maximization.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Analysis of equilibria and strategic interaction in complex networks.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Aggregate observational distinguishability is necessary and sufficient for social learning.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Coordinated networked estimation strategies using structured systems theory.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

On consensus in a correlated model of network formation based on a Polya urn process.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Spectral control of mobile robot networks.
Proceedings of the American Control Conference, 2011

Accelerated dual descent for network optimization.
Proceedings of the American Control Conference, 2011

A topological view of estimation from noisy relative measurements.
Proceedings of the American Control Conference, 2011

On the stability and optimality of distributed Kalman filters with finite-time data fusion.
Proceedings of the American Control Conference, 2011

The role of local topological information in viral information spreading.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

Session TA4a: Next generation network science.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010
Distributed Coverage Verification in Sensor Networks Without Location Information.
IEEE Trans. Autom. Control., 2010

Consensus Over Ergodic Stationary Graph Processes.
IEEE Trans. Autom. Control., 2010

Effects of Delay in Multi-Agent Consensus and Oscillator Synchronization.
IEEE Trans. Autom. Control., 2010

Delay Robustness of Nonlinear Internet Congestion Control Schemes.
IEEE Trans. Autom. Control., 2010

Analysis of Viral Spreading in Large-Scale Networks from Local Structural Information
CoRR, 2010

A duality approach to path planning for multiple robots.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

Towards simplicial coverage repair for mobile robot teams.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

A distributed Newton method for Network Utility Maximization.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

On asymptotic consensus value in directed random networks.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

From local measurements to network spectral properties: Beyond degree distributions.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

On connectivity, observability, and stability in distributed estimation.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Distributed control of the Laplacian spectral moments of a network.
Proceedings of the American Control Conference, 2010

Variance analysis of randomized consensus in switching directed networks.
Proceedings of the American Control Conference, 2010

Path planning for multiple robots: An alternative duality approach.
Proceedings of the American Control Conference, 2010

On convergence of beliefs in a non-Bayesian model of learning.
Proceedings of the 48th Annual Allerton Conference on Communication, 2010

2009
Vision-Based, Distributed Control Laws for Motion Coordination of Nonholonomic Robots.
IEEE Trans. Robotics, 2009

Hybrid Control for Connectivity Preserving Flocking.
IEEE Trans. Autom. Control., 2009

Distributed Multi-Parametric Quadratic Programming.
IEEE Trans. Autom. Control., 2009

Multi-vehicle path planning in dynamically changing environments.
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

Learning under social influence.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Spectral analysis of virus spreading in random geometric networks.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Moment-based analysis of synchronization in small-world networks of oscillators.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

A distributed newton method for network optimization.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Approximation methods and spatial interpolation in distributed control systems.
Proceedings of the American Control Conference, 2009

Asymptotic analysis of quadratic error of consensus in large-scale random directed networks.
Proceedings of the 47th Annual Allerton Conference on Communication, 2009

Spectral analysis of dynamically evolving networks with linear preferential attachment.
Proceedings of the 47th Annual Allerton Conference on Communication, 2009

2008
A Necessary and Sufficient Condition for Consensus Over Random Networks.
IEEE Trans. Autom. Control., 2008

Optimal Control of Spatially Distributed Systems.
IEEE Trans. Autom. Control., 2008

Density Functions for Navigation-Function-Based Systems.
IEEE Trans. Autom. Control., 2008

Bearing-Only Control Laws For Balanced Circular Formations of Ground Robots.
Proceedings of the Robotics: Science and Systems IV, 2008

Connectivity management in mobile robot teams.
Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008

Distributed computation of a sparse cover in sensor networks without location information.
Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008

Steering laws for distributed motion coordination of kinematic agents in three dimensions.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Determining interconnections in biochemical networks using linear programming.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Distributed topology control of dynamic networks.
Proceedings of the American Control Conference, 2008

On decentralized optimal control and information structures.
Proceedings of the American Control Conference, 2008

Elastic multi-particle systems for bounded-curvature path planning.
Proceedings of the American Control Conference, 2008

2007
Flocking in Fixed and Switching Networks.
IEEE Trans. Autom. Control., 2007

A Framework for Worst-Case and Stochastic Safety Verification Using Barrier Certificates.
IEEE Trans. Autom. Control., 2007

Distributed Geodesic Control Laws for Flocking of Nonholonomic Agents.
IEEE Trans. Autom. Control., 2007

Dynamic Coverage Verification in Mobile Sensor Networks Via Switched Higher Order Laplacians.
Proceedings of the Robotics: Science and Systems III, 2007

Approximation of the Joint Spectral Radius of a Set of Matrices Using Sum of Squares.
Proceedings of the Hybrid Systems: Computation and Control, 10th International Workshop, 2007

Asymptotic Stability of Switched Higher Order Laplacians.
Proceedings of the Hybrid Systems: Computation and Control, 10th International Workshop, 2007

Flocking while preserving network connectivity.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007

Necessary and sufficient conditions for consensus over random independent and identically distributed switching graphs.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007

Small world phenomenon, rapidly mixing Markov chains, and average consensus algorithms.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007

An operator theoretic framework for analysis of large-scale quadratic programming.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007

Distributed coordination of dynamic rigid bodies.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007

Stable multi-particle systems and application in multi-vehicle path planning and coverage.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007

On Recurrence of Graph Connectivity in Vicsek's Model of Motion Coordination for Mobile Autonomous Agents.
Proceedings of the American Control Conference, 2007

Decentralized Computation of Homology Groups in Networks by Gossip.
Proceedings of the American Control Conference, 2007

2006
Input-to-state stable finite horizon MPC for neutrally stable linear discrete-time systems with input constraints.
Syst. Control. Lett., 2006

An Optimization-Based Approach to Time-Critical Cooperative Surveillance and Coverage with UAVs.
Proceedings of the Experimental Robotics, 2006

Vision-based Control Laws for Distributed Flocking of Nonholonomic Agents.
Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006

A One-Parameter Family of Distributed Consensus Algorithms with Boundary: From Shortest Paths to Mean Hitting Times.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006

Synchonization in Oscillator Networks with Heterogeneous Delays, Switching Topologies and Nonlinear Dynamics.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006

Receding Horizon Control of Spatially Distributed Systems over Arbitrary Graphs.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006

Decentralized Control of Connectivity for Multi-Agent Systems.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006

Notes on averaging over acyclic digraphs and discrete coverage control.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006

Multi-UAV Cooperative Surveillance with Spatio-Temporal Specifications.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006

Maintaining limited-range connectivity among second-order agents.
Proceedings of the American Control Conference, 2006

Distributed receding horizon control of spatially invariant systems.
Proceedings of the American Control Conference, 2006

Formation control for a cooperative multi-agent system using decentralized navigation functions.
Proceedings of the American Control Conference, 2006

2005
On the stability of receding horizon control with a general terminal cost.
IEEE Trans. Autom. Control., 2005

Vision-based Distributed Coordination and Flocking of Multi-agent Systems.
Proceedings of the Robotics: Science and Systems I, 2005

Methods for Safety Verification of Time-Delay Systems.
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

Synchronization in Oscillator Networks: Switching Topologies and Non-homogeneous Delays.
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

Distributed Geodesic Control Laws for Flocking of Nonholonomic Agents.
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

Analysis of the Lactose metabolism in E. coli using sum-of-squares decomposition.
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

2004
Safety Verification of Hybrid Systems Using Barrier Certificates.
Proceedings of the Hybrid Systems: Computation and Control, 7th International Workshop, 2004

Stochastic safety verification using barrier certificates.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004

Input-to-state stabilizing MPC for neutrally stable linear systems subject to input constraints.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004

On geographic routing without location information.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004

On the stability of the Kuramoto model of coupled nonlinear oscillators.
Proceedings of the 2004 American Control Conference, 2004

2003
Correction to "Coordination of groups of mobile autonomous agents using nearest neighbor rules".
IEEE Trans. Autom. Control., 2003

Coordination of groups of mobile autonomous agents using nearest neighbor rules.
IEEE Trans. Autom. Control., 2003

Stable flocking of mobile agents part I: dynamic topology.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

Stable flocking of mobile agents, part I: fixed topology.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

2002
A globally stabilizing receding horizon controller for neutrally stable linear systems with input constraints.
Proceedings of the 41st IEEE Conference on Decision and Control, 2002

2001
Unconstrained receding-horizon control of nonlinear systems.
IEEE Trans. Autom. Control., 2001

Comparison of nonlinear control design techniques on a model of the Caltech ducted fan.
Autom., 2001

On the stability of unconstrained receding horizon control with a general terminal cost.
Proceedings of the 40th IEEE Conference on Decision and Control, 2001

Unconstrained receding horizon control with no terminal cost.
Proceedings of the American Control Conference, 2001

Control of the Caltech ducted fan in forward flight: a receding horizon-LPV approach.
Proceedings of the American Control Conference, 2001

2000
Aggressive maneuvering of a thrust vectored flying wing: a receding horizon approach.
Proceedings of the 39th IEEE Conference on Decision and Control, 2000


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