Optimal generalized sampled-data hold functions with a constrained structure. - Javad Lavaei Yanesi; Amir G. Aghdam (ACC, 2006)

High-performance simultaneous stabilizing periodic feedback control with a constrained structure. - Javad Lavaei Yanesi; Amir G. Aghdam (ACC, 2006)

Robust stability of LTI discrete-time systems using sum-of-squares matrix polynomials. - Javad Lavaei Yanesi; Amir G. Aghdam (ACC, 2006)

Decentralized Control Design for Interconnected Systems Based on A Centralized Reference Controller. - Javad Lavaei; Amir G. Aghdam (CDC, 2006)

A Necessary and Sufficient Condition for Robust Stability of LTI Discrete-Time Systems using Sum-of-Squares Matrix Polynomials. - Javad Lavaei; Amir G. Aghdam (CDC, 2006)

Elimination of Fixed Modes by Means of High-Performance Constrained Periodic Control. - Javad Lavaei; Amir G. Aghdam (CDC, 2006)

A Necessary and Sufficient Condition for the Existence of a LTI Stabilizing Decentralized Overlapping Controller. - Javad Lavaei; Amir G. Aghdam (CDC, 2006)

High-Performance Decentralized Control for Formation Flying with Leader-Follower Structure. - Javad Lavaei; Ahmadreza Momeni; Amir G. Aghdam (CDC, 2006)

Characterization of Decentralized and Quotient Fixed Modes via Graph Theory. - Javad Lavaei; Amir G. Aghdam (ACC, 2007)

On Structurally Constrained Control Design with a Prespecified Form. - Javad Lavaei; Amir G. Aghdam (ACC, 2007)

A Cooperative Model Predictive Control Technique for Spacecraft Formation Flying. - Javad Lavaei; Ahmadreza Momeni; Amir G. Aghdam (ACC, 2007)

Stability Criterion for General Proper Systems with Constrained Control Structure. - Javad Lavaei; Somayeh Sojoudi; Amir G. Aghdam (ACC, 2007)

Optimal Information Flow Structure for Control of Interconnected Systems. - Somayeh Sojoudi; Javad Lavaei; Amir G. Aghdam (ACC, 2007)

A near-optimal decentralized servomechanism controller for hierarchical interconnected systems. - Javad Lavaei; Ahmadreza Momeni; Amir G. Aghdam (CDC, 2007)

Rational optimization using sum-of-squares techniques. - Javad Lavaei; Somayeh Sojoudi; Amir G. Aghdam (CDC, 2007)

Simultaneous LQ control of a set of LTI systems using constrained generalized sampled-data hold functions. - Javad Lavaei; Amir G. Aghdam (Autom., 2007)

A graph-theoretic method to find decentralized fixed modes of LTI systems. - Javad Lavaei; Amir G. Aghdam (Autom., 2007)

Optimal periodic feedback design for continuous-time LTI systems with constrained control structure. - Javad Lavaei; Amir G. Aghdam (Int. J. Control, 2007)

High-performance decentralized control design for general interconnected systems with applications in cooperative control. - Javad Lavaei; Amir G. Aghdam (Int. J. Control, 2007)

Robust Stabilizability Verification of Polynomially Uncertain LTI Systems. - Somayeh Sojoudi; Javad Lavaei; Amir G. Aghdam (IEEE Trans. Autom. Control., 2007)

Decentralized pole assignment for interconnected systems. - Javad Lavaei; Amir G. Aghdam (ACC, 2008)

LQ robust controllers for polynomially uncertain systems. - Javad Lavaei; Amir G. Aghdam (CDC, 2008)

Control of continuous-time LTI systems by means of structurally constrained controllers. - Javad Lavaei; Amir G. Aghdam (Autom., 2008)

Stabilization of decentralized control systems by means of periodic feedback. - Javad Lavaei; Amir G. Aghdam (Autom., 2008)

LQ suboptimal decentralised controllers with disturbance rejection property for hierarchical systems. - Javad Lavaei; Ahmadreza Momeni; Amir G. Aghdam (Int. J. Control, 2008)

Robust Stability of LTI Systems Over Semialgebraic Sets Using Sum-of-Squares Matrix Polynomials. - Javad Lavaei; Amir G. Aghdam (IEEE Trans. Autom. Control., 2008)

A Model Predictive Decentralized Control Scheme With Reduced Communication Requirement for Spacecraft Formation. - Javad Lavaei; Ahmadreza Momeni; Amir G. Aghdam (IEEE Trans. Control. Syst. Technol., 2008)

On quantized consensus by means of gossip algorithm - Part I: Convergence proof. - Javad Lavaei; Richard M. Murray (ACC, 2009)

On quantized consensus by means of gossip algorithm - Part II: Convergence time. - Javad Lavaei; Richard M. Murray (ACC, 2009)

Complexity of checking the existence of a stabilizing decentralized controller. - Javad Lavaei; Somayeh Sojoudi (ACC, 2009)

A new decentralization technique for interconnected systems. - Javad Lavaei (CDC, 2009)

Solving large-scale linear circuit problems via convex optimization. - Javad Lavaei; Aydin Babakhani; Ali Hajimiri; John C. Doyle 001 (CDC, 2009)

Congestion control algorithms from optimal control perspective. - Javad Lavaei; John C. Doyle 001; Steven H. Low (CDC, 2009)

Quantized consensus via adaptive stochastic gossip algorithm. - Javad Lavaei; Richard M. Murray (CDC, 2009)

Controllability and observability of uncertain systems: A robust measure. - Somayeh Sojoudi; Javad Lavaei; Amir G. Aghdam (CDC, 2009)

Overlapping control design for multi-channel systems. - Javad Lavaei; Amir G. Aghdam (Autom., 2009)

Robust controllability and observability degrees of polynomially uncertain systems. - Somayeh Sojoudi; Javad Lavaei; Amir G. Aghdam (Autom., 2009)

Convexification of optimal power flow problem. - Javad Lavaei; Steven H. Low (Allerton, 2010)

A study of near-field direct antenna modulation systems using convex optimization. - Javad Lavaei; Aydin Babakhani; Ali Hajimiri; John C. Doyle 001 (ACC, 2010)

Simple delay-based implementation of continuous-time controllers. - Javad Lavaei; Somayeh Sojoudi; Richard M. Murray (ACC, 2010)

Relationship between power loss and network topology in power systems. - Javad Lavaei; Steven H. Low (CDC, 2010)

Synthesis of embedded control systems with high sampling frequencies. - Javad Lavaei; Somayeh Sojoudi; Richard M. Murray (CDC, 2010)

Passively Controllable Smart Antennas. - Javad Lavaei; Aydin Babakhani; Ali Hajimiri; John C. Doyle 001 (GLOBECOM, 2010)

Utility Functionals Associated With Available Congestion Control Algorithms. - Javad Lavaei; John C. Doyle 001; Steven H. Low (INFOCOM, 2010)

Performance improvement of robust controllers for polynomially uncertain systems. - Javad Lavaei; Amir G. Aghdam (Autom., 2010)

Time Complexity of Decentralized Fixed-Mode Verification. - Javad Lavaei; Somayeh Sojoudi (IEEE Trans. Autom. Control., 2010)

Pole Assignment With Improved Control Performance by Means of Periodic Feedback. - Javad Lavaei; Somayeh Sojoudi; Amir G. Aghdam (IEEE Trans. Autom. Control., 2010)

Zero duality gap for classical opf problem convexifies fundamental nonlinear power problems. - Javad Lavaei (ACC, 2011)

Fault-tolerant controller design with applications in power systems and synthetic biology. - Somayeh Sojoudi; Javad Lavaei; Richard M. Murray (ACC, 2011)

Solving Large-Scale Hybrid Circuit-Antenna Problems. - Javad Lavaei; Aydin Babakhani; Ali Hajimiri; John C. Doyle 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2011)

Competitive equilibria in electricity markets with nonlinearities. - Javad Lavaei; Somayeh Sojoudi (ACC, 2012)

Message Passing for Dynamic Network Energy Management - Matt Kraning; Eric Chu; Javad Lavaei; Stephen P. Boyd (CoRR, 2012)

Geometry of Power Flows in Tree Networks - Javad Lavaei; David Tse; Baosen Zhang (CoRR, 2012)

Decentralized Implementation of Centralized Controllers for Interconnected Systems. - Javad Lavaei (IEEE Trans. Autom. Control., 2012)

Quantized Consensus by Means of Gossip Algorithm. - Javad Lavaei; Richard M. Murray (IEEE Trans. Autom. Control., 2012)

Convex relaxation for optimal power flow problem: Mesh networks. - Ramtin Madani; Somayeh Sojoudi; Javad Lavaei (ACSSC, 2013)

Optimal decentralized control problem as a rank-constrained optimization. - Javad Lavaei (Allerton, 2013)

Study of nonlinear power optimization problems using algebraic graph theory. - Somayeh Sojoudi; Javad Lavaei (CAMSAP, 2013)

On the exactness of semidefinite relaxation for nonlinear optimization over graphs: Part I. - Somayeh Sojoudi; Javad Lavaei (CDC, 2013)

On the exactness of semidefinite relaxation for nonlinear optimization over graphs: Part II. - Somayeh Sojoudi; Javad Lavaei (CDC, 2013)

Convexification of Generalized Network Flow problem with application to power systems. - Somayeh Sojoudi; Javad Lavaei (CDC, 2013)

Convexification of optimal power flow problem by means of phase shifters. - Somayeh Sojoudi; Javad Lavaei (SmartGridComm, 2013)

Low-rank solution of convex relaxation for optimal power flow problem. - Somayeh Sojoudi; Ramtin Madani; Javad Lavaei (SmartGridComm, 2013)

Efficient convex relaxation for stochastic optimal distributed control problem. - Abdulrahman Kalbat; Ramtin Madani; Ghazal Fazelnia; Javad Lavaei (Allerton, 2014)

Promises of conic relaxation for contingency-constrained optimal power flow problem. - Ramtin Madani; Morteza Ashraphijuo; Javad Lavaei (Allerton, 2014)

Convex relaxation for optimal distributed control problem. - Ghazal Fazelnia; Ramtin Madani; Javad Lavaei (CDC, 2014)

Low-rank solutions of matrix inequalities with applications to polynomial optimization and matrix completion problems. - Ramtin Madani; Ghazal Fazelnia; Somayeh Sojoudi; Javad Lavaei (CDC, 2014)

Graph-theoretic algorithms for polynomial optimization problems. - Somayeh Sojoudi; Ramtin Madani; Ghazal Fazelnia; Javad Lavaei (CDC, 2014)

Dynamic Network Energy Management via Proximal Message Passing. - Matt Kraning; Eric Chu; Javad Lavaei; Stephen P. Boyd (Found. Trends Optim., 2014)

Exactness of Semidefinite Relaxations for Nonlinear Optimization Problems with Underlying Graph Structure. - Somayeh Sojoudi; Javad Lavaei (SIAM J. Optim., 2014)

Inverse function theorem for polynomial equations using semidefinite programming. - Morteza Ashraphijuo; Ramtin Madani; Javad Lavaei (CDC, 2015)

Transformation of optimal centralized controllers into near-global static distributed controllers. - Salar Fattahi; Ghazal Fazelnia; Javad Lavaei (CDC, 2015)

Convex analysis of generalized flow networks. - Salar Fattahi; Javad Lavaei (CDC, 2015)

A fast distributed algorithm for decomposable semidefinite programs. - Abdulrahman Kalbat; Javad Lavaei (CDC, 2015)

ADMM for sparse semidefinite programming with applications to optimal power flow problem. - Ramtin Madani; Abdulrahman Kalbat; Javad Lavaei (CDC, 2015)

Convexification of power flow problem over arbitrary networks. - Ramtin Madani; Javad Lavaei; Ross Baldick (CDC, 2015)

Theoretical guarantees for the design of near globally optimal static distributed controllers. - Salar Fattahi; Javad Lavaei (Allerton, 2016)

A strong semidefinite programming relaxation of the unit commitment problem. - Morteza Ashraphijuo; Salar Fattahi; Javad Lavaei; Alper Atamtürk (CDC, 2016)

Characterization of rank-constrained feasibility problems via a finite number of convex programs. - Morteza Ashraphijuo; Ramtin Madani; Javad Lavaei (CDC, 2016)

Power system state estimation with a limited number of measurements. - Ramtin Madani; Morteza Ashraphijuo; Javad Lavaei; Ross Baldick (CDC, 2016)

Power system state estimation with line measurements. - Yu Zhang 005; Ramtin Madani; Javad Lavaei (CDC, 2016)

Guest Editorial The Theory of Complex Systems With Applications to Smart Grid Operations. - Ali Tajer; Ian Dobson; Soummya Kar; Javad Lavaei; Le Xie 001 (IEEE Trans. Smart Grid, 2016)

A semidefinite programming relaxation under false data injection attacks against power grid AC state estimation. - Ming Jin 002; Javad Lavaei; Karl Henrik Johansson (Allerton, 2017)

On the convexity of optimal decentralized control problem and sparsity path. - Salar Fattahi; Javad Lavaei (ACC, 2017)

Promises of conic relaxations in optimal transmission switching of power systems. - Salar Fattahi; Javad Lavaei; Alper Atamtürk (CDC, 2017)

A scalable method for designing distributed controllers for systems with unknown initial states. - Salar Fattahi; Javad Lavaei; Murat Arcak (CDC, 2017)

Modified interior-point method for large-and-sparse low-rank semidefinite programs. - Richard Y. Zhang; Javad Lavaei (CDC, 2017)

Power System State Estimation and Bad Data Detection by Means of Conic Relaxation. - Ramtin Madani; Javad Lavaei; Ross Baldick; Alper Atamtürk (HICSS, 2017)

Finding Low-rank Solutions of Sparse Linear Matrix Inequalities using Convex Optimization. - Ramtin Madani; Somayeh Sojoudi; Ghazal Fazelnia; Javad Lavaei (SIAM J. Optim., 2017)

Convex Relaxation for Optimal Distributed Control Problems. - Ghazal Fazelnia; Ramtin Madani; Abdulrahman Kalbat; Javad Lavaei (IEEE Trans. Autom. Control., 2017)

Guest Editorial Distributed Control and Efficient Optimization Methods for Smart Grid. - Javad Lavaei; Steven H. Low; Ross Baldick; Baosen Zhang; Daniel K. Molzahn; Florian Dörfler; Henrik Sandberg (IEEE Trans. Smart Grid, 2017)

A Survey of Distributed Optimization and Control Algorithms for Electric Power Systems. - Daniel K. Molzahn; Florian Dörfler; Henrik Sandberg; Steven H. Low; Sambuddha Chakrabarti; Ross Baldick; Javad Lavaei (IEEE Trans. Smart Grid, 2017)

High-Performance Cooperative Distributed Model Predictive Control for Linear Systems. - Georgios Darivianakis; Salar Fattahi; John Lygeros; Javad Lavaei (ACC, 2018)

A Convex Approximation of Optimal Distributed Controller in Frequency Domain. - Han Feng; Javad Lavaei (CDC, 2018)

Control-Theoretic Analysis of Smoothness for Stability-Certified Reinforcement Learning. - Ming Jin 002; Javad Lavaei (CDC, 2018)

Analysis of Semidefinite Programming Relaxation of Optimal Power Flow for Cyclic Networks. - Hamid Mahboubi; Javad Lavaei (CDC, 2018)

Conic Optimization for Robust Quadratic Regression: Deterministic Bounds and Statistical Analysis. - Igor Molybog; Ramtin Madani; Javad Lavaei (CDC, 2018)

Conic Approximation with Provable Guarantee for Traffic Signal Offset Optimization. - Yi Ouyang 002; Richard Y. Zhang; Javad Lavaei; Pravin Varaiya (CDC, 2018)

Sparse Semidefinite Programs with Near-Linear Time Complexity. - Richard Y. Zhang; Javad Lavaei (CDC, 2018)

Efficient Algorithm for Large-and-Sparse LMI Feasibility Problems. - Richard Y. Zhang; Javad Lavaei (CDC, 2018)

Spurious Critical Points in Power System State Estimation. - Richard Y. Zhang; Javad Lavaei; Ross Baldick (HICSS, 2018)

A theory on the absence of spurious solutions for nonconvex and nonsmooth optimization. - Cédric Josz; Yi Ouyang 002; Richard Y. Zhang; Javad Lavaei; Somayeh Sojoudi (NeurIPS, 2018)

How Much Restricted Isometry is Needed In Nonconvex Matrix Recovery? - Richard Y. Zhang; Cédric Josz; Somayeh Sojoudi; Javad Lavaei (NeurIPS, 2018)

A Low-Complexity Parallelizable Numerical Algorithm for Sparse Semidefinite Programming. - Ramtin Madani; Abdulrahman Kalbat; Javad Lavaei (IEEE Trans. Control. Netw. Syst., 2018)

Conic Relaxations for Power System State Estimation With Line Measurements. - Yu Zhang 005; Ramtin Madani; Javad Lavaei (IEEE Trans. Control. Netw. Syst., 2018)

On Sampling Complexity of the Semidefinite Affine Rank Feasibility Problem. - Igor Molybog; Javad Lavaei (AAAI, 2019)

On the Exponential Number of Connected Components for the Feasible Set of Optimal Decentralized Control Problems. - Han Feng; Javad Lavaei (ACC, 2019)

Topology Error Detection and Robust State Estimation Using Nonlinear Least Absolute Value. - SangWoo Park 004; Reza Mohammadi-Ghazi; Javad Lavaei (ACC, 2019)

Towards Robust and Scalable Power System State Estimation. - Ming Jin 002; Igor Molybog; Reza Mohammadi-Ghazi; Javad Lavaei (CDC, 2019)

Monotonicity Between Phase Angles and Power Flow and Its Implications for the Uniqueness of Solutions. - Sangwoo Park 004; Richard Y. Zhang; Javad Lavaei; Ross Baldick (HICSS, 2019)

Sharp Restricted Isometry Bounds for the Inexistence of Spurious Local Minima in Nonconvex Matrix Recovery. - Richard Y. Zhang; Somayeh Sojoudi; Javad Lavaei (J. Mach. Learn. Res., 2019)

Convexification of generalized network flow problem. - Somayeh Sojoudi; Salar Fattahi; Javad Lavaei (Math. Program., 2019)

Transformation of Optimal Centralized Controllers Into Near-Globally Optimal Static Distributed Controllers. - Salar Fattahi; Ghazal Fazelnia; Javad Lavaei; Murat Arcak (IEEE Trans. Autom. Control., 2019)

Power Grid AC-Based State Estimation: Vulnerability Analysis Against Cyber Attacks. - Ming Jin 002; Javad Lavaei; Karl Henrik Johansson (IEEE Trans. Autom. Control., 2019)

Convexification of Power Flow Equations in the Presence of Noisy Measurements. - Ramtin Madani; Javad Lavaei; Ross Baldick (IEEE Trans. Autom. Control., 2019)

Spurious Local Minima in Power System State Estimation. - Richard Y. Zhang; Javad Lavaei; Ross Baldick (IEEE Trans. Control. Netw. Syst., 2019)

Escaping Locally Optimal Decentralized Control Polices via Damping. - Han Feng; Javad Lavaei (ACC, 2020)

Homotopy Method for Finding the Global Solution of Post-contingency Optimal Power Flow. - SangWoo Park 004; Elizabeth Glista; Javad Lavaei; Somayeh Sojoudi (ACC, 2020)

Absence of Spurious Local Trajectories in Time-Varying Optimization: A Control-Theoretic Perspective. - Salar Fattahi; Cédric Josz; Reza Mohammadi-Ghazi; Javad Lavaei; Somayeh Sojoudi (CCTA, 2020)

Identifying the Connectivity of Feasible Regions for Optimal Decentralized Control Problems. - Yingjie Bi; Javad Lavaei (CDC, 2020)

A Dynamical System Perspective for Escaping Sharp Local Minima in Equality Constrained Optimization Problems. - Han Feng; Haixiang Zhang; Javad Lavaei (CDC, 2020)

Stability-Certified Reinforcement Learning: A Control-Theoretic Perspective. - Ming Jin 002; Javad Lavaei (IEEE Access, 2020)

Global Convergence of MAML for LQR. - Igor Molybog; Javad Lavaei (CoRR, 2020)

A survey on conic relaxations of optimal power flow problem. - Fariba Zohrizadeh; Cédric Josz; Ming Jin 002; Ramtin Madani; Javad Lavaei; Somayeh Sojoudi (Eur. J. Oper. Res., 2020)

Penalized semidefinite programming for quadratically-constrained quadratic optimization. - Ramtin Madani; Mohsen Kheirandishfard; Javad Lavaei; Alper Atamtürk (J. Glob. Optim., 2020)

Conic Optimization for Quadratic Regression Under Sparse Noise. - Igor Molybog; Ramtin Madani; Javad Lavaei (J. Mach. Learn. Res., 2020)

Connectivity Properties of the Set of Stabilizing Static Decentralized Controllers. - Han Feng; Javad Lavaei (SIAM J. Control. Optim., 2020)

Large-Scale Traffic Signal Offset Optimization. - Yi Ouyang 002; Richard Y. Zhang; Javad Lavaei; Pravin Varaiya (IEEE Trans. Control. Netw. Syst., 2020)

Scalable and Robust State Estimation From Abundant But Untrusted Data. - Ming Jin 002; Igor Molybog; Reza Mohammadi-Ghazi; Javad Lavaei (IEEE Trans. Smart Grid, 2020)

On the Absence of Spurious Local Minima in Nonlinear Low-Rank Matrix Recovery Problems. - Yingjie Bi; Javad Lavaei (AISTATS, 2021)

Analysis of Spurious Local Solutions of Optimal Control Problems: One-Shot Optimization Versus Dynamic Programming. - Yuhao Ding; Yingjie Bi; Javad Lavaei (ACC, 2021)

Escaping Spurious Local Minimum Trajectories in Online Time-varying Nonconvex Optimization. - Yuhao Ding; Javad Lavaei; Murat Arcak (ACC, 2021)

No Spurious Solutions in Non-convex Matrix Sensing: Structure Compensates for Isometry. - Igor Molybog; Somayeh Sojoudi; Javad Lavaei (ACC, 2021)

Diminishing Regret for Online Nonconvex Optimization. - SangWoo Park 004; Julie Mulvaney-Kemp; Ming Jin 002; Javad Lavaei (ACC, 2021)

When Does MAML Objective Have Benign Landscape? - Igor Molybog; Javad Lavaei (CCTA, 2021)

Structured Projection-free Online Convex Optimization with Multi-point Bandit Feedback. - Yuhao Ding; Javad Lavaei (CDC, 2021)

Learning of Dynamical Systems under Adversarial Attacks. - Han Feng; Javad Lavaei (CDC, 2021)

Adversarial Attacks on Computation of the Modified Policy Iteration Method. - Ali Yekkehkhany; Han Feng; Javad Lavaei (CDC, 2021)

General Low-rank Matrix Optimization: Geometric Analysis and Sharper Bounds. - Haixiang Zhang; Yingjie Bi; Javad Lavaei (NeurIPS, 2021)

Stochastic $L^ atural$-convex Function Minimization. - Haixiang Zhang; Zeyu Zheng; Javad Lavaei (NeurIPS, 2021)

Nonlinear Least Absolute Value Estimator for Topology Error Detection and Robust State Estimation. - Sangwoo Park 004; Reza Mohammadi-Ghazi; Javad Lavaei (IEEE Access, 2021)

On the Global Convergence of Momentum-based Policy Gradient. - Yuhao Ding; Junzi Zhang; Javad Lavaei (CoRR, 2021)

Beyond Exact Gradients: Convergence of Stochastic Soft-Max Policy Gradient Methods with Entropy Regularization. - Yuhao Ding; Junzi Zhang; Javad Lavaei (CoRR, 2021)

Sparse semidefinite programs with guaranteed near-linear time complexity via dualized clique tree conversion. - Richard Y. Zhang; Javad Lavaei (Math. Program., 2021)

Smoothing Property of Load Variation Promotes Finding Global Solutions of Time-Varying Optimal Power Flow. - Julie Mulvaney-Kemp; Salar Fattahi; Javad Lavaei (IEEE Trans. Control. Netw. Syst., 2021)

Uniqueness of Power Flow Solutions Using Monotonicity and Network Topology. - SangWoo Park 004; Richard Y. Zhang; Javad Lavaei; Ross Baldick (IEEE Trans. Control. Netw. Syst., 2021)

Boundary Defense Against Cyber Threat for Power System State Estimation. - Ming Jin 002; Javad Lavaei; Somayeh Sojoudi; Ross Baldick (IEEE Trans. Inf. Forensics Secur., 2021)

Local and Global Linear Convergence of General Low-Rank Matrix Recovery Problems. - Yingjie Bi; Haixiang Zhang; Javad Lavaei (AAAI, 2022)

Sharp Restricted Isometry Property Bounds for Low-Rank Matrix Recovery Problems with Corrupted Measurements. - Ziye Ma; Yingjie Bi; Javad Lavaei; Somayeh Sojoudi (AAAI, 2022)

On the Global Optimum Convergence of Momentum-based Policy Gradient. - Yuhao Ding; Junzi Zhang; Javad Lavaei (AISTATS, 2022)

Factorization Approach for Low-complexity Matrix Completion Problems: Exponential Number of Spurious Solutions and Failure of Gradient Methods. - Baturalp Yalcin; Haixiang Zhang; Javad Lavaei; Somayeh Sojoudi (AISTATS, 2022)

A Dual Approach to Constrained Markov Decision Processes with Entropy Regularization. - Donghao Ying; Yuhao Ding; Javad Lavaei (AISTATS, 2022)

An Efficient Homotopy Method for Solving the Post-Contingency Optimal Power Flow to Global Optimality. - Sangwoo Park 004; Elizabeth Glista; Javad Lavaei; Somayeh Sojoudi (IEEE Access, 2022)

Role of sparsity and structure in the optimization landscape of non-convex matrix sensing. - Igor Molybog; Somayeh Sojoudi; Javad Lavaei (Math. Program., 2022)

On the Connectivity Properties of Feasible Regions of Optimal Decentralized Control Problems. - Yingjie Bi; Javad Lavaei (IEEE Trans. Control. Netw. Syst., 2022)

Damping With Varying Regularization in Optimal Decentralized Control. - Han Feng; Javad Lavaei (IEEE Trans. Control. Netw. Syst., 2022)

Uniqueness of Power Flow Solutions Using Graph-Theoretic Notions. - Haixiang Zhang; SangWoo Park 004; Javad Lavaei; Ross Baldick (IEEE Trans. Control. Netw. Syst., 2022)

Non-stationary Risk-Sensitive Reinforcement Learning: Near-Optimal Dynamic Regret, Adaptive Detection, and Separation Design. - Yuhao Ding; Ming Jin 002; Javad Lavaei (AAAI, 2023)

Provably Efficient Primal-Dual Reinforcement Learning for CMDPs with Non-stationary Objectives and Constraints. - Yuhao Ding; Javad Lavaei (AAAI, 2023)

Semidefinite Programming versus Burer-Monteiro Factorization for Matrix Sensing. - Baturalp Yalçin; Ziye Ma; Javad Lavaei; Somayeh Sojoudi (AAAI, 2023)

Policy-Based Primal-Dual Methods for Convex Constrained Markov Decision Processes. - Donghao Ying; Mengzi Amy Guo; Yuhao Ding; Javad Lavaei; Zuo-Jun Max Shen (AAAI, 2023)

Learning of Dynamical Systems under Adversarial Attacks - Null Space Property Perspective. - Han Feng; Baturalp Yalcin; Javad Lavaei (ACC, 2023)

Scalable Multi-Agent Reinforcement Learning with General Utilities. - Donghao Ying; Yuhao Ding; Alec Koppel; Javad Lavaei (ACC, 2023)

Distributionally Robust Optimization for Nonconvex QCQPs with Stochastic Constraints. - Eli Brock; Haixiang Zhang; Julie Mulvaney-Kemp; Javad Lavaei; Somayeh Sojoudi (CDC, 2023)

Local Analysis of Entropy-Regularized Stochastic Soft-Max Policy Gradient Methods. - Yuhao Ding; Junzi Zhang; Javad Lavaei (ECC, 2023)

Distributed Power System State Estimation Using Graph Convolutional Neural Networks. - Sangwoo Park 004; Fernando Gama; Javad Lavaei; Somayeh Sojoudi (HICSS, 2023)

A CMDP-within-online framework for Meta-Safe Reinforcement Learning. - Vanshaj Khattar; Yuhao Ding; Bilgehan Sel; Javad Lavaei; Ming Jin 002 (ICLR, 2023)

Over-parametrization via Lifting for Low-rank Matrix Sensing: Conversion of Spurious Solutions to Strict Saddle Points. - Ziye Ma; Igor Molybog; Javad Lavaei; Somayeh Sojoudi (ICML, 2023)

Learning-to-Learn to Guide Random Search: Derivative-Free Meta Blackbox Optimization on Manifold. - Bilgehan Sel; Ahmad Al-Tawaha; Yuhao Ding; Ruoxi Jia 001; Bo Ji 001; Javad Lavaei; Ming Jin 002 (L4DC, 2023)

No-Regret Learning in Dynamic Competition with Reference Effects Under Logit Demand. - Mengzi Amy Guo; Donghao Ying; Javad Lavaei; Zuo-Jun Max Shen (NeurIPS, 2023)

Tempo Adaptation in Non-stationary Reinforcement Learning. - Hyunin Lee; Yuhao Ding; Jongmin Lee; Ming Jin 002; Javad Lavaei; Somayeh Sojoudi (NeurIPS, 2023)

Algorithmic Regularization in Tensor Optimization: Towards a Lifted Approach in Matrix Sensing. - Ziye Ma; Javad Lavaei; Somayeh Sojoudi (NeurIPS, 2023)

Scalable Primal-Dual Actor-Critic Method for Safe Multi-Agent RL with General Utilities. - Donghao Ying; Yunkai Zhang 002; Yuhao Ding; Alec Koppel; Javad Lavaei (NeurIPS, 2023)

Geometric Analysis of Matrix Sensing over Graphs. - Haixiang Zhang; Ying Chen; Javad Lavaei (NeurIPS, 2023)

Tempo Adaption in Non-stationary Reinforcement Learning. - Hyunin Lee; Yuhao Ding; Jongmin Lee; Ming Jin 002; Javad Lavaei; Somayeh Sojoudi (CoRR, 2023)

Gradient-Based Algorithms for Convex Discrete Optimization via Simulation. - Haixiang Zhang; Zeyu Zheng; Javad Lavaei (Oper. Res., 2023)

Time-Variation in Online Nonconvex Optimization Enables Escaping From Spurious Local Minima. - Yuhao Ding; Javad Lavaei; Murat Arcak (IEEE Trans. Autom. Control., 2023)

On the Absence of Spurious Local Trajectories in Time-Varying Nonconvex Optimization. - Salar Fattahi; Cédric Josz; Yuhao Ding; Reza Mohammadi-Ghazi; Javad Lavaei; Somayeh Sojoudi (IEEE Trans. Autom. Control., 2023)

Dynamic Regret Bounds for Constrained Online Nonconvex Optimization Based on Polyak-Lojasiewicz Regions. - Julie Mulvaney-Kemp; SangWoo Park 004; Ming Jin 002; Javad Lavaei (IEEE Trans. Control. Netw. Syst., 2023)

Geometric Analysis of Noisy Low-Rank Matrix Recovery in the Exact Parametrized and the Overparametrized Regimes. - Ziye Ma; Yingjie Bi; Javad Lavaei; Somayeh Sojoudi (INFORMS J. Optim., 2023)

Absence of spurious solutions far from ground truth: A low-rank analysis with high-order losses. - Ziye Ma; Ying Chen; Javad Lavaei; Somayeh Sojoudi (AISTATS, 2024)

Optimal Contract Design for End-of-Life Care Payments. - Muyan Jiang; Ying Chen; Xin Chen 089; Javad Lavaei; Anil Aswani (CDC, 2024)

Pausing Policy Learning in Non-stationary Reinforcement Learning. - Hyunin Lee; Ming Jin 002; Javad Lavaei; Somayeh Sojoudi (ICML, 2024)

A Black Swan Hypothesis in Markov Decision Process via Irrationality. - Hyunin Lee; David Abel; Ming Jin 002; Javad Lavaei; Somayeh Sojoudi (CoRR, 2024)

Exact Recovery Guarantees for Parameterized Non-linear System Identification Problem under Adversarial Attacks. - Haixiang Zhang; Baturalp Yalcin; Javad Lavaei; Eduardo D. Sontag (CoRR, 2024)

A Hitting Time Analysis for Stochastic Time-Varying Functions With Applications to Adversarial Attacks on Computation of Markov Decision Processes. - Ali Yekkehkhany; Han Feng; Donghao Ying; Javad Lavaei (IEEE Trans. Autom. Control., 2024)

A new complexity metric for nonconvex rank-one generalized matrix completion. - Haixiang Zhang; Baturalp Yalcin; Javad Lavaei; Somayeh Sojoudi (Math. Program., 2024)

The Landscape of Deterministic and Stochastic Optimal Control Problems: One-Shot Optimization Versus Dynamic Programming. - Jihun Kim; Yuhao Ding; Yingjie Bi; Javad Lavaei (IEEE Trans. Autom. Control., 2024)

Prevailing against Adversarial Noncentral Disturbances: Exact Recovery of Linear Systems with the l1-norm Estimator. - Jihun Kim; Javad Lavaei (ACC, 2025)

A Dynamic Penalization Framework for Online Rank-1 Semidefinite Programming Relaxations. - Ahmad Al-Tawaha; Javad Lavaei; Ming Jin 002 (L4DC, 2025)

Stochastic Localization Methods for Convex Discrete Optimization via Simulation. - Haixiang Zhang; Zeyu Zheng; Javad Lavaei (Oper. Res., 2025)

Policy-based Primal-Dual Methods for Concave CMDP with Variance Reduction. - Donghao Ying; Mengzi Amy Guo; Hyunin Lee; Yuhao Ding; Javad Lavaei; Zuo-Jun Max Shen (J. Artif. Intell. Res., 2025)

Online Bandit Nonlinear Control with Dynamic Batch Length and Adaptive Learning Rate. - Jihun Kim; Javad Lavaei (Trans. Mach. Learn. Res., 2025)

Exact Recovery Guarantees for Parameterized Nonlinear System Identification Problem under Sparse Disturbances or Semi-Oblivious Attacks. - Haixiang Zhang; Baturalp Yalcin; Javad Lavaei; Eduardo D. Sontag (Trans. Mach. Learn. Res., 2025)

Distributionally Robust Joint Chance-Constrained Optimal Power Flow using Relative Entropy. - Eli Brock; Haixiang Zhang; Javad Lavaei; Somayeh Sojoudi (CoRR, 2025)

Reward-Safety Balance in Offline Safe RL via Diffusion Regularization. - Junyu Guo; Zhi Zheng; Donghao Ying; Ming Jin 002; Shangding Gu; Costas J. Spanos; Javad Lavaei (CoRR, 2025)

Subgradient Method for System Identification with Non-Smooth Objectives. - Baturalp Yalcin; Javad Lavaei (CoRR, 2025)

High Probability Complexity Bounds of Trust-Region Stochastic Sequential Quadratic Programming with Heavy-Tailed Noise. - Yuchen Fang; Javad Lavaei; Katya Scheinberg; Sen Na (CoRR, 2025)

Coordinating Distributed Energy Resources with Nodal Pricing in Distribution Networks: a Game-Theoretic Approach. - Eli Brock; Jingqi Li; Javad Lavaei; Somayeh Sojoudi (CoRR, 2025)

System Identification from Partial Observations under Adversarial Attacks. - Jihun Kim; Javad Lavaei (CoRR, 2025)

On the Sharp Input-Output Analysis of Nonlinear Systems under Adversarial Attacks. - Jihun Kim; Yuchen Fang; Javad Lavaei (CoRR, 2025)

Few-Shot Test-Time Optimization Without Retraining for Semiconductor Recipe Generation and Beyond. - Shangding Gu; Donghao Ying; Ming Jin 002; Yu Joe Lu; Jun Wang 012; Javad Lavaei; Costas J. Spanos (CoRR, 2025)

Beyond Exact Gradients: Convergence of Stochastic Soft-Max Policy Gradient Methods With Entropy Regularization. - Yuhao Ding; Junzi Zhang; Hyunin Lee; Javad Lavaei (IEEE Trans. Autom. Control., 2025)