Javad Lavaei
Orcid: 0000-0003-4294-1338Affiliations:
- University of California, Berkeley, Department of Industrial Engineering and Operations Research, CA, USA (PhD 2011)
According to our database1,
Javad Lavaei
authored at least 189 papers
between 2006 and 2024.
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Bibliography
2024
The Landscape of Deterministic and Stochastic Optimal Control Problems: One-Shot Optimization Versus Dynamic Programming.
IEEE Trans. Autom. Control., December, 2024
Math. Program., September, 2024
A Hitting Time Analysis for Stochastic Time-Varying Functions With Applications to Adversarial Attacks on Computation of Markov Decision Processes.
IEEE Trans. Autom. Control., June, 2024
Online Bandit Nonlinear Control with Dynamic Batch Length and Adaptive Learning Rate.
CoRR, 2024
Exact Recovery Guarantees for Parameterized Non-linear System Identification Problem under Adversarial Attacks.
CoRR, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Absence of spurious solutions far from ground truth: A low-rank analysis with high-order losses.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
2023
Geometric Analysis of Noisy Low-Rank Matrix Recovery in the Exact Parametrized and the Overparametrized Regimes.
INFORMS J. Optim., October, 2023
Dynamic Regret Bounds for Constrained Online Nonconvex Optimization Based on Polyak-Lojasiewicz Regions.
IEEE Trans. Control. Netw. Syst., June, 2023
On the Absence of Spurious Local Trajectories in Time-Varying Nonconvex Optimization.
IEEE Trans. Autom. Control., 2023
Time-Variation in Online Nonconvex Optimization Enables Escaping From Spurious Local Minima.
IEEE Trans. Autom. Control., 2023
Oper. Res., 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Scalable Primal-Dual Actor-Critic Method for Safe Multi-Agent RL with General Utilities.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Algorithmic Regularization in Tensor Optimization: Towards a Lifted Approach in Matrix Sensing.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Learning-to-Learn to Guide Random Search: Derivative-Free Meta Blackbox Optimization on Manifold.
Proceedings of the Learning for Dynamics and Control Conference, 2023
Over-parametrization via Lifting for Low-rank Matrix Sensing: Conversion of Spurious Solutions to Strict Saddle Points.
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the 56th Hawaii International Conference on System Sciences, 2023
Proceedings of the European Control Conference, 2023
Distributionally Robust Optimization for Nonconvex QCQPs with Stochastic Constraints.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023
Proceedings of the American Control Conference, 2023
Learning of Dynamical Systems under Adversarial Attacks - Null Space Property Perspective.
Proceedings of the American Control Conference, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Provably Efficient Primal-Dual Reinforcement Learning for CMDPs with Non-stationary Objectives and Constraints.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Non-stationary Risk-Sensitive Reinforcement Learning: Near-Optimal Dynamic Regret, Adaptive Detection, and Separation Design.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
IEEE Trans. Control. Netw. Syst., 2022
IEEE Trans. Control. Netw. Syst., 2022
On the Connectivity Properties of Feasible Regions of Optimal Decentralized Control Problems.
IEEE Trans. Control. Netw. Syst., 2022
Role of sparsity and structure in the optimization landscape of non-convex matrix sensing.
Math. Program., 2022
An Efficient Homotopy Method for Solving the Post-Contingency Optimal Power Flow to Global Optimality.
IEEE Access, 2022
A Dual Approach to Constrained Markov Decision Processes with Entropy Regularization.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
Factorization Approach for Low-complexity Matrix Completion Problems: Exponential Number of Spurious Solutions and Failure of Gradient Methods.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
Sharp Restricted Isometry Property Bounds for Low-Rank Matrix Recovery Problems with Corrupted Measurements.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
IEEE Trans. Inf. Forensics Secur., 2021
IEEE Trans. Control. Netw. Syst., 2021
Smoothing Property of Load Variation Promotes Finding Global Solutions of Time-Varying Optimal Power Flow.
IEEE Trans. Control. Netw. Syst., 2021
Sparse semidefinite programs with guaranteed near-linear time complexity via dualized clique tree conversion.
Math. Program., 2021
Beyond Exact Gradients: Convergence of Stochastic Soft-Max Policy Gradient Methods with Entropy Regularization.
CoRR, 2021
Nonlinear Least Absolute Value Estimator for Topology Error Detection and Robust State Estimation.
IEEE Access, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
Structured Projection-free Online Convex Optimization with Multi-point Bandit Feedback.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
Proceedings of the IEEE Conference on Control Technology and Applications, 2021
Proceedings of the 2021 American Control Conference, 2021
No Spurious Solutions in Non-convex Matrix Sensing: Structure Compensates for Isometry.
Proceedings of the 2021 American Control Conference, 2021
Escaping Spurious Local Minimum Trajectories in Online Time-varying Nonconvex Optimization.
Proceedings of the 2021 American Control Conference, 2021
Analysis of Spurious Local Solutions of Optimal Control Problems: One-Shot Optimization Versus Dynamic Programming.
Proceedings of the 2021 American Control Conference, 2021
On the Absence of Spurious Local Minima in Nonlinear Low-Rank Matrix Recovery Problems.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
2020
IEEE Trans. Smart Grid, 2020
IEEE Trans. Control. Netw. Syst., 2020
SIAM J. Control. Optim., 2020
J. Mach. Learn. Res., 2020
Penalized semidefinite programming for quadratically-constrained quadratic optimization.
J. Glob. Optim., 2020
Eur. J. Oper. Res., 2020
IEEE Access, 2020
A Dynamical System Perspective for Escaping Sharp Local Minima in Equality Constrained Optimization Problems.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020
Identifying the Connectivity of Feasible Regions for Optimal Decentralized Control Problems.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020
Absence of Spurious Local Trajectories in Time-Varying Optimization: A Control-Theoretic Perspective.
Proceedings of the 2020 IEEE Conference on Control Technology and Applications, 2020
Homotopy Method for Finding the Global Solution of Post-contingency Optimal Power Flow.
Proceedings of the 2020 American Control Conference, 2020
Proceedings of the 2020 American Control Conference, 2020
2019
IEEE Trans. Control. Netw. Syst., 2019
IEEE Trans. Autom. Control., 2019
IEEE Trans. Autom. Control., 2019
Transformation of Optimal Centralized Controllers Into Near-Globally Optimal Static Distributed Controllers.
IEEE Trans. Autom. Control., 2019
Sharp Restricted Isometry Bounds for the Inexistence of Spurious Local Minima in Nonconvex Matrix Recovery.
J. Mach. Learn. Res., 2019
Monotonicity Between Phase Angles and Power Flow and Its Implications for the Uniqueness of Solutions.
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019
Proceedings of the 58th IEEE Conference on Decision and Control, 2019
Topology Error Detection and Robust State Estimation Using Nonlinear Least Absolute Value.
Proceedings of the 2019 American Control Conference, 2019
On the Exponential Number of Connected Components for the Feasible Set of Optimal Decentralized Control Problems.
Proceedings of the 2019 American Control Conference, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
IEEE Trans. Control. Netw. Syst., 2018
A Low-Complexity Parallelizable Numerical Algorithm for Sparse Semidefinite Programming.
IEEE Trans. Control. Netw. Syst., 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
A theory on the absence of spurious solutions for nonconvex and nonsmooth optimization.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
Conic Optimization for Robust Quadratic Regression: Deterministic Bounds and Statistical Analysis.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
Analysis of Semidefinite Programming Relaxation of Optimal Power Flow for Cyclic Networks.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
Control-Theoretic Analysis of Smoothness for Stability-Certified Reinforcement Learning.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
High-Performance Cooperative Distributed Model Predictive Control for Linear Systems.
Proceedings of the 2018 Annual American Control Conference, 2018
2017
A Survey of Distributed Optimization and Control Algorithms for Electric Power Systems.
IEEE Trans. Smart Grid, 2017
Guest Editorial Distributed Control and Efficient Optimization Methods for Smart Grid.
IEEE Trans. Smart Grid, 2017
IEEE Trans. Autom. Control., 2017
Finding Low-rank Solutions of Sparse Linear Matrix Inequalities using Convex Optimization.
SIAM J. Optim., 2017
Proceedings of the 50th Hawaii International Conference on System Sciences, 2017
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017
A scalable method for designing distributed controllers for systems with unknown initial states.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017
Proceedings of the 2017 American Control Conference, 2017
A semidefinite programming relaxation under false data injection attacks against power grid AC state estimation.
Proceedings of the 55th Annual Allerton Conference on Communication, 2017
2016
Guest Editorial The Theory of Complex Systems With Applications to Smart Grid Operations.
IEEE Trans. Smart Grid, 2016
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
Characterization of rank-constrained feasibility problems via a finite number of convex programs.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
Theoretical guarantees for the design of near globally optimal static distributed controllers.
Proceedings of the 54th Annual Allerton Conference on Communication, 2016
2015
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
ADMM for sparse semidefinite programming with applications to optimal power flow problem.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Transformation of optimal centralized controllers into near-global static distributed controllers.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
2014
Exactness of Semidefinite Relaxations for Nonlinear Optimization Problems with Underlying Graph Structure.
SIAM J. Optim., 2014
Found. Trends Optim., 2014
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
Low-rank solutions of matrix inequalities with applications to polynomial optimization and matrix completion problems.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014
2013
Proceedings of the IEEE Fourth International Conference on Smart Grid Communications, 2013
Proceedings of the IEEE Fourth International Conference on Smart Grid Communications, 2013
Convexification of Generalized Network Flow problem with application to power systems.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
On the exactness of semidefinite relaxation for nonlinear optimization over graphs: Part II.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
On the exactness of semidefinite relaxation for nonlinear optimization over graphs: Part I.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013
Proceedings of the 51st Annual Allerton Conference on Communication, 2013
Proceedings of the 2013 Asilomar Conference on Signals, 2013
2012
IEEE Trans. Autom. Control., 2012
Proceedings of the American Control Conference, 2012
2011
IEEE Trans. Circuits Syst. I Regul. Pap., 2011
Fault-tolerant controller design with applications in power systems and synthetic biology.
Proceedings of the American Control Conference, 2011
Zero duality gap for classical opf problem convexifies fundamental nonlinear power problems.
Proceedings of the American Control Conference, 2011
2010
IEEE Trans. Autom. Control., 2010
IEEE Trans. Autom. Control., 2010
Autom., 2010
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010
Proceedings of the Global Communications Conference, 2010
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
Proceedings of the American Control Conference, 2010
Proceedings of the American Control Conference, 2010
Proceedings of the 48th Annual Allerton Conference on Communication, 2010
2009
Autom., 2009
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
Proceedings of the American Control Conference, 2009
Proceedings of the American Control Conference, 2009
Proceedings of the American Control Conference, 2009
2008
A Model Predictive Decentralized Control Scheme With Reduced Communication Requirement for Spacecraft Formation.
IEEE Trans. Control. Syst. Technol., 2008
Robust Stability of LTI Systems Over Semialgebraic Sets Using Sum-of-Squares Matrix Polynomials.
IEEE Trans. Autom. Control., 2008
LQ suboptimal decentralised controllers with disturbance rejection property for hierarchical systems.
Int. J. Control, 2008
Autom., 2008
Control of continuous-time LTI systems by means of structurally constrained controllers.
Autom., 2008
Proceedings of the 47th IEEE Conference on Decision and Control, 2008
Proceedings of the American Control Conference, 2008
2007
IEEE Trans. Autom. Control., 2007
High-performance decentralized control design for general interconnected systems with applications in cooperative control.
Int. J. Control, 2007
Optimal periodic feedback design for continuous-time LTI systems with constrained control structure.
Int. J. Control, 2007
Autom., 2007
Simultaneous LQ control of a set of LTI systems using constrained generalized sampled-data hold functions.
Autom., 2007
Proceedings of the 46th IEEE Conference on Decision and Control, 2007
A near-optimal decentralized servomechanism controller for hierarchical interconnected systems.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007
Proceedings of the American Control Conference, 2007
Proceedings of the American Control Conference, 2007
Proceedings of the American Control Conference, 2007
Proceedings of the American Control Conference, 2007
Proceedings of the American Control Conference, 2007
2006
High-Performance Decentralized Control for Formation Flying with Leader-Follower Structure.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006
A Necessary and Sufficient Condition for the Existence of a LTI Stabilizing Decentralized Overlapping Controller.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006
Elimination of Fixed Modes by Means of High-Performance Constrained Periodic Control.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006
A Necessary and Sufficient Condition for Robust Stability of LTI Discrete-Time Systems using Sum-of-Squares Matrix Polynomials.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006
Decentralized Control Design for Interconnected Systems Based on A Centralized Reference Controller.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006
Robust stability of LTI discrete-time systems using sum-of-squares matrix polynomials.
Proceedings of the American Control Conference, 2006
High-performance simultaneous stabilizing periodic feedback control with a constrained structure.
Proceedings of the American Control Conference, 2006
Proceedings of the American Control Conference, 2006