Javad Lavaei - RankMe

237 papers A* 20A 5B 1C 28Misc 1Journal 112Unranked 70

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	3DGS CoRR Roger Hsiao, Yuchen Fang, Xiangru Huang, Ruilong Li, Hesam Rabeti, Zan Gojcic, Javad Lavaei, James Demmel, Yakun Sophia Shao
2026	J	`jnl`	A Trust-Region Interior-Point Stochastic Sequential Quadratic Programming Method. CoRR Yuchen Fang, Jihun Kim, Sen Na, James Demmel, Javad Lavaei
2026	J	`jnl`	All-Pass Fractional OPF: A Solver-Friendly, Physics-Preserving Approximation of AC OPF. CoRR Milad Hasanzadeh, Amin Kargarian, Javad Lavaei
2026	J	`jnl`	Last-Iterate Convergence in No-Regret Learning: Games with Reference Effects Under Logit Demand. Manag. Sci. Mengzi Amy Guo, Donghao Ying, Javad Lavaei, Zuo-Jun Max Shen
2026	J	`jnl`	Measurement Manipulation of the Matrix Sensing Problem to Improve Optimization Landscape. IEEE Access Ying Chen, Javad Lavaei
2026	J	`jnl`	TRSVR: An Adaptive Stochastic Trust-Region Method with Variance Reduction. CoRR Yuchen Fang, Xinshou Zheng, Javad Lavaei
2026	J	`jnl`	Why is Normalization Preferred? A Worst-Case Complexity Theory for Stochastically Preconditioned SGD under Heavy-Tailed Noise. CoRR Yuchen Fang, James Demmel, Javad Lavaei
2025	—	`conf`	A Dynamic Penalization Framework for Online Rank-1 Semidefinite Programming Relaxations. L4DC Ahmad Al-Tawaha, Javad Lavaei, Ming Jin
2025	J	`jnl`	Beyond Exact Gradients: Convergence of Stochastic Soft-Max Policy Gradient Methods With Entropy Regularization. IEEE Trans. Autom. Control. Yuhao Ding, Junzi Zhang, Hyunin Lee, Javad Lavaei
2025	J	`jnl`	Bridging Batch and Streaming Estimations to System Identification under Adversarial Attacks. CoRR Jihun Kim, Javad Lavaei
2025	—	`conf`	Coordinating Distributed Energy Resources with Nodal Pricing in Distribution Networks: a Game-Theoretic Approach. CDC Eli Brock, Jingqi Li, Javad Lavaei, Somayeh Sojoudi
2025	J	`jnl`	Coordinating Distributed Energy Resources with Nodal Pricing in Distribution Networks: a Game-Theoretic Approach. CoRR Eli Brock, Jingqi Li, Javad Lavaei, Somayeh Sojoudi
2025	J	`jnl`	Distributed Optimization and Distributed Learning: A Paradigm Shift for Power Systems. IEEE Syst. J. Ahmad Al-Tawaha, Elson Cibaku, SangWoo Park, Javad Lavaei, Ming Jin
2025	J	`jnl`	Distributionally Robust Joint Chance-Constrained Optimal Power Flow using Relative Entropy. CoRR Eli Brock, Haixiang Zhang, Javad Lavaei, Somayeh Sojoudi
2025	J	`jnl`	Exact Recovery Guarantees for Parameterized Nonlinear System Identification Problem under Sparse Disturbances or Semi-Oblivious Attacks. Trans. Mach. Learn. Res. Haixiang Zhang, Baturalp Yalcin, Javad Lavaei, Eduardo D. Sontag
2025	J	`jnl`	Few-Shot Test-Time Optimization Without Retraining for Semiconductor Recipe Generation and Beyond. CoRR Shangding Gu, Donghao Ying, Ming Jin, Yu Joe Lu, Jun Wang, Javad Lavaei, Costas J. Spanos
2025	J	`jnl`	High Probability Complexity Bounds of Trust-Region Stochastic Sequential Quadratic Programming with Heavy-Tailed Noise. CoRR Yuchen Fang, Javad Lavaei, Katya Scheinberg, Sen Na
2025	J	`jnl`	On the Sharp Input-Output Analysis of Nonlinear Systems under Adversarial Attacks. CoRR Jihun Kim, Yuchen Fang, Javad Lavaei
2025	J	`jnl`	Online Bandit Nonlinear Control with Dynamic Batch Length and Adaptive Learning Rate. Trans. Mach. Learn. Res. Jihun Kim, Javad Lavaei
2025	J	`jnl`	Policy-based Primal-Dual Methods for Concave CMDP with Variance Reduction. J. Artif. Intell. Res. Donghao Ying, Mengzi Amy Guo, Hyunin Lee, Yuhao Ding, Javad Lavaei, Zuo-Jun Max Shen
2025	C	`conf`	Prevailing against Adversarial Noncentral Disturbances: Exact Recovery of Linear Systems with the l1-norm Estimator. ACC Jihun Kim, Javad Lavaei
2025	J	`jnl`	Reward-Safety Balance in Offline Safe RL via Diffusion Regularization. CoRR Junyu Guo, Zhi Zheng, Donghao Ying, Ming Jin, Shangding Gu, Costas J. Spanos, Javad Lavaei
2025	J	`jnl`	Stochastic Localization Methods for Convex Discrete Optimization via Simulation. Oper. Res. Haixiang Zhang, Zeyu Zheng, Javad Lavaei
2025	J	`jnl`	StyleBench: Evaluating thinking styles in Large Language Models. CoRR Junyu Guo, Shangding Gu, Ming Jin, Costas J. Spanos, Javad Lavaei
2025	J	`jnl`	Subgradient Method for System Identification with Non-Smooth Objectives. CoRR Baturalp Yalcin, Javad Lavaei
2025	—	`conf`	System Identification from Partial Observations under Adversarial Attacks. CDC Jihun Kim, Javad Lavaei
2025	J	`jnl`	System Identification from Partial Observations under Adversarial Attacks. CoRR Jihun Kim, Javad Lavaei
2024	J	`jnl`	A Black Swan Hypothesis in Markov Decision Process via Irrationality. CoRR Hyunin Lee, David Abel, Ming Jin, Javad Lavaei, Somayeh Sojoudi
2024	J	`jnl`	A CMDP-within-online framework for Meta-Safe Reinforcement Learning. CoRR Vanshaj Khattar, Yuhao Ding, Bilgehan Sel, Javad Lavaei, Ming Jin
2024	J	`jnl`	A Hitting Time Analysis for Stochastic Time-Varying Functions With Applications to Adversarial Attacks on Computation of Markov Decision Processes. IEEE Trans. Autom. Control. Ali Yekkehkhany, Han Feng, Donghao Ying, Javad Lavaei
2024	J	`jnl`	A new complexity metric for nonconvex rank-one generalized matrix completion. Math. Program. Haixiang Zhang, Baturalp Yalcin, Javad Lavaei, Somayeh Sojoudi
2024	A	`conf`	Absence of spurious solutions far from ground truth: A low-rank analysis with high-order losses. AISTATS Ziye Ma, Ying Chen, Javad Lavaei, Somayeh Sojoudi
2024	J	`jnl`	Absence of spurious solutions far from ground truth: A low-rank analysis with high-order losses. CoRR Ziye Ma, Ying Chen, Javad Lavaei, Somayeh Sojoudi
2024	J	`jnl`	Exact Recovery Guarantees for Parameterized Non-linear System Identification Problem under Adversarial Attacks. CoRR Haixiang Zhang, Baturalp Yalcin, Javad Lavaei, Eduardo D. Sontag
2024	J	`jnl`	Online Bandit Nonlinear Control with Dynamic Batch Length and Adaptive Learning Rate. CoRR Jihun Kim, Javad Lavaei
2024	—	`conf`	Optimal Contract Design for End-of-Life Care Payments. CDC Muyan Jiang, Ying Chen, Xin Chen, Javad Lavaei, Anil Aswani
2024	J	`jnl`	Optimal Contract Design for End-of-Life Care Payments. CoRR Muyan Jiang, Ying Chen, Xin Chen, Javad Lavaei, Anil Aswani
2024	A*	`conf`	Pausing Policy Learning in Non-stationary Reinforcement Learning. ICML Hyunin Lee, Ming Jin, Javad Lavaei, Somayeh Sojoudi
2024	J	`jnl`	Pausing Policy Learning in Non-stationary Reinforcement Learning. CoRR Hyunin Lee, Ming Jin, Javad Lavaei, Somayeh Sojoudi
2024	J	`jnl`	The Landscape of Deterministic and Stochastic Optimal Control Problems: One-Shot Optimization Versus Dynamic Programming. IEEE Trans. Autom. Control. Jihun Kim, Yuhao Ding, Yingjie Bi, Javad Lavaei
2023	A*	`conf`	A CMDP-within-online framework for Meta-Safe Reinforcement Learning. ICLR Vanshaj Khattar, Yuhao Ding, Bilgehan Sel, Javad Lavaei, Ming Jin
2023	A*	`conf`	Algorithmic Regularization in Tensor Optimization: Towards a Lifted Approach in Matrix Sensing. NeurIPS Ziye Ma, Javad Lavaei, Somayeh Sojoudi
2023	J	`jnl`	Algorithmic Regularization in Tensor Optimization: Towards a Lifted Approach in Matrix Sensing. CoRR Ziye Ma, Javad Lavaei, Somayeh Sojoudi
2023	—	`conf`	Distributed Power System State Estimation Using Graph Convolutional Neural Networks. HICSS SangWoo Park, Fernando Gama, Javad Lavaei, Somayeh Sojoudi
2023	—	`conf`	Distributionally Robust Optimization for Nonconvex QCQPs with Stochastic Constraints. CDC Eli Brock, Haixiang Zhang, Julie Mulvaney-Kemp, Javad Lavaei, Somayeh Sojoudi
2023	J	`jnl`	Dynamic Regret Bounds for Constrained Online Nonconvex Optimization Based on Polyak-Lojasiewicz Regions. IEEE Trans. Control. Netw. Syst. Julie Mulvaney-Kemp, SangWoo Park, Ming Jin, Javad Lavaei
2023	A*	`conf`	Geometric Analysis of Matrix Sensing over Graphs. NeurIPS Haixiang Zhang, Ying Chen, Javad Lavaei
2023	J	`jnl`	Geometric Analysis of Noisy Low-Rank Matrix Recovery in the Exact Parametrized and the Overparametrized Regimes. INFORMS J. Optim. Ziye Ma, Yingjie Bi, Javad Lavaei, Somayeh Sojoudi
2023	J	`jnl`	Gradient-Based Algorithms for Convex Discrete Optimization via Simulation. Oper. Res. Haixiang Zhang, Zeyu Zheng, Javad Lavaei
2023	C	`conf`	Learning of Dynamical Systems under Adversarial Attacks - Null Space Property Perspective. ACC Han Feng, Baturalp Yalcin, Javad Lavaei
2023	—	`conf`	Learning-to-Learn to Guide Random Search: Derivative-Free Meta Blackbox Optimization on Manifold. L4DC Bilgehan Sel, Ahmad Al-Tawaha, Yuhao Ding, Ruoxi Jia, Bo Ji, Javad Lavaei, Ming Jin
2023	—	`conf`	Local Analysis of Entropy-Regularized Stochastic Soft-Max Policy Gradient Methods. ECC Yuhao Ding, Junzi Zhang, Javad Lavaei
2023	A*	`conf`	No-Regret Learning in Dynamic Competition with Reference Effects Under Logit Demand. NeurIPS Mengzi Amy Guo, Donghao Ying, Javad Lavaei, Zuo-Jun Max Shen
2023	J	`jnl`	No-Regret Learning in Dynamic Competition with Reference Effects Under Logit Demand. CoRR Mengzi Amy Guo, Donghao Ying, Javad Lavaei, Zuo-Jun Max Shen
2023	A*	`conf`	Non-stationary Risk-Sensitive Reinforcement Learning: Near-Optimal Dynamic Regret, Adaptive Detection, and Separation Design. AAAI Yuhao Ding, Ming Jin, Javad Lavaei
2023	J	`jnl`	On the Absence of Spurious Local Trajectories in Time-Varying Nonconvex Optimization. IEEE Trans. Autom. Control. Salar Fattahi, Cédric Josz, Yuhao Ding, Reza Mohammadi-Ghazi, Javad Lavaei, Somayeh Sojoudi
2023	A*	`conf`	Over-parametrization via Lifting for Low-rank Matrix Sensing: Conversion of Spurious Solutions to Strict Saddle Points. ICML Ziye Ma, Igor Molybog, Javad Lavaei, Somayeh Sojoudi
2023	J	`jnl`	Over-parametrization via Lifting for Low-rank Matrix Sensing: Conversion of Spurious Solutions to Strict Saddle Points. CoRR Ziye Ma, Igor Molybog, Javad Lavaei, Somayeh Sojoudi
2023	A*	`conf`	Policy-Based Primal-Dual Methods for Convex Constrained Markov Decision Processes. AAAI Donghao Ying, Mengzi Amy Guo, Yuhao Ding, Javad Lavaei, Zuo-Jun Max Shen
2023	A*	`conf`	Provably Efficient Primal-Dual Reinforcement Learning for CMDPs with Non-stationary Objectives and Constraints. AAAI Yuhao Ding, Javad Lavaei
2023	C	`conf`	Scalable Multi-Agent Reinforcement Learning with General Utilities. ACC Donghao Ying, Yuhao Ding, Alec Koppel, Javad Lavaei
2023	J	`jnl`	Scalable Multi-Agent Reinforcement Learning with General Utilities. CoRR Donghao Ying, Yuhao Ding, Alec Koppel, Javad Lavaei
2023	A*	`conf`	Scalable Primal-Dual Actor-Critic Method for Safe Multi-Agent RL with General Utilities. NeurIPS Donghao Ying, Yunkai Zhang, Yuhao Ding, Alec Koppel, Javad Lavaei
2023	J	`jnl`	Scalable Primal-Dual Actor-Critic Method for Safe Multi-Agent RL with General Utilities. CoRR Donghao Ying, Yunkai Zhang, Yuhao Ding, Alec Koppel, Javad Lavaei
2023	A*	`conf`	Semidefinite Programming versus Burer-Monteiro Factorization for Matrix Sensing. AAAI Baturalp Yalçin, Ziye Ma, Javad Lavaei, Somayeh Sojoudi
2023	A*	`conf`	Tempo Adaptation in Non-stationary Reinforcement Learning. NeurIPS Hyunin Lee, Yuhao Ding, Jongmin Lee, Ming Jin, Javad Lavaei, Somayeh Sojoudi
2023	J	`jnl`	Tempo Adaption in Non-stationary Reinforcement Learning. CoRR Hyunin Lee, Yuhao Ding, Jongmin Lee, Ming Jin, Javad Lavaei, Somayeh Sojoudi
2023	J	`jnl`	Time-Variation in Online Nonconvex Optimization Enables Escaping From Spurious Local Minima. IEEE Trans. Autom. Control. Yuhao Ding, Javad Lavaei, Murat Arcak
2022	A	`conf`	A Dual Approach to Constrained Markov Decision Processes with Entropy Regularization. AISTATS Donghao Ying, Yuhao Ding, Javad Lavaei
2022	J	`jnl`	An Efficient Homotopy Method for Solving the Post-Contingency Optimal Power Flow to Global Optimality. IEEE Access SangWoo Park, Elizabeth Glista, Javad Lavaei, Somayeh Sojoudi
2022	J	`jnl`	Damping With Varying Regularization in Optimal Decentralized Control. IEEE Trans. Control. Netw. Syst. Han Feng, Javad Lavaei
2022	A	`conf`	Factorization Approach for Low-complexity Matrix Completion Problems: Exponential Number of Spurious Solutions and Failure of Gradient Methods. AISTATS Baturalp Yalcin, Haixiang Zhang, Javad Lavaei, Somayeh Sojoudi
2022	J	`jnl`	Learning of Dynamical Systems under Adversarial Attacks - Null Space Property Perspective. CoRR Han Feng, Baturalp Yalcin, Javad Lavaei
2022	A*	`conf`	Local and Global Linear Convergence of General Low-Rank Matrix Recovery Problems. AAAI Yingjie Bi, Haixiang Zhang, Javad Lavaei
2022	J	`jnl`	Non-stationary Risk-sensitive Reinforcement Learning: Near-optimal Dynamic Regret, Adaptive Detection, and Separation Design. CoRR Yuhao Ding, Ming Jin, Javad Lavaei
2022	J	`jnl`	On the Connectivity Properties of Feasible Regions of Optimal Decentralized Control Problems. IEEE Trans. Control. Netw. Syst. Yingjie Bi, Javad Lavaei
2022	A	`conf`	On the Global Optimum Convergence of Momentum-based Policy Gradient. AISTATS Yuhao Ding, Junzi Zhang, Javad Lavaei
2022	J	`jnl`	Policy-based Primal-Dual Methods for Convex Constrained Markov Decision Processes. CoRR Donghao Ying, Mengzi Guo, Yuhao Ding, Javad Lavaei, Zuo-Jun Shen
2022	J	`jnl`	Provably Efficient Primal-Dual Reinforcement Learning for CMDPs with Non-stationary Objectives and Constraints. CoRR Yuhao Ding, Javad Lavaei
2022	J	`jnl`	Role of sparsity and structure in the optimization landscape of non-convex matrix sensing. Math. Program. Igor Molybog, Somayeh Sojoudi, Javad Lavaei
2022	J	`jnl`	Semidefinite Programming versus Burer-Monteiro Factorization for Matrix Sensing. CoRR Baturalp Yalcin, Ziye Ma, Javad Lavaei, Somayeh Sojoudi
2022	A*	`conf`	Sharp Restricted Isometry Property Bounds for Low-Rank Matrix Recovery Problems with Corrupted Measurements. AAAI Ziye Ma, Yingjie Bi, Javad Lavaei, Somayeh Sojoudi
2022	J	`jnl`	Uniqueness of Power Flow Solutions Using Graph-Theoretic Notions. IEEE Trans. Control. Netw. Syst. Haixiang Zhang, SangWoo Park, Javad Lavaei, Ross Baldick
2021	J	`jnl`	A Dual Approach to Constrained Markov Decision Processes with Entropy Regularization. CoRR Donghao Ying, Yuhao Ding, Javad Lavaei
2021	—	`conf`	Adversarial Attacks on Computation of the Modified Policy Iteration Method. CDC Ali Yekkehkhany, Han Feng, Javad Lavaei
2021	C	`conf`	Analysis of Spurious Local Solutions of Optimal Control Problems: One-Shot Optimization Versus Dynamic Programming. ACC Yuhao Ding, Yingjie Bi, Javad Lavaei
2021	J	`jnl`	Beyond Exact Gradients: Convergence of Stochastic Soft-Max Policy Gradient Methods with Entropy Regularization. CoRR Yuhao Ding, Junzi Zhang, Javad Lavaei
2021	J	`jnl`	Boundary Defense Against Cyber Threat for Power System State Estimation. IEEE Trans. Inf. Forensics Secur. Ming Jin, Javad Lavaei, Somayeh Sojoudi, Ross Baldick
2021	C	`conf`	Diminishing Regret for Online Nonconvex Optimization. ACC SangWoo Park, Julie Mulvaney-Kemp, Ming Jin, Javad Lavaei
2021	C	`conf`	Escaping Spurious Local Minimum Trajectories in Online Time-varying Nonconvex Optimization. ACC Yuhao Ding, Javad Lavaei, Murat Arcak
2021	J	`jnl`	Factorization Approach for Low-complexity Matrix Completion Problems: Exponential Number of Spurious Solutions and Failure of Gradient Methods. CoRR Baturalp Yalcin, Haixiang Zhang, Javad Lavaei, Somayeh Sojoudi
2021	A*	`conf`	General Low-rank Matrix Optimization: Geometric Analysis and Sharper Bounds. NeurIPS Haixiang Zhang, Yingjie Bi, Javad Lavaei
2021	—	`conf`	Learning of Dynamical Systems under Adversarial Attacks. CDC Han Feng, Javad Lavaei
2021	C	`conf`	No Spurious Solutions in Non-convex Matrix Sensing: Structure Compensates for Isometry. ACC Igor Molybog, Somayeh Sojoudi, Javad Lavaei
2021	J	`jnl`	Nonlinear Least Absolute Value Estimator for Topology Error Detection and Robust State Estimation. IEEE Access SangWoo Park, Reza Mohammadi-Ghazi, Javad Lavaei
2021	A	`conf`	On the Absence of Spurious Local Minima in Nonlinear Low-Rank Matrix Recovery Problems. AISTATS Yingjie Bi, Javad Lavaei
2021	J	`jnl`	On the Global Convergence of Momentum-based Policy Gradient. CoRR Yuhao Ding, Junzi Zhang, Javad Lavaei
2021	J	`jnl`	Sharp Restricted Isometry Property Bounds for Low-rank Matrix Recovery Problems with Corrupted Measurements. CoRR Ziye Ma, Yingjie Bi, Javad Lavaei, Somayeh Sojoudi
2021	J	`jnl`	Smoothing Property of Load Variation Promotes Finding Global Solutions of Time-Varying Optimal Power Flow. IEEE Trans. Control. Netw. Syst. Julie Mulvaney-Kemp, Salar Fattahi, Javad Lavaei
2021	J	`jnl`	Sparse semidefinite programs with guaranteed near-linear time complexity via dualized clique tree conversion. Math. Program. Richard Y. Zhang, Javad Lavaei
2021	A*	`conf`	Stochastic $L^\natural$-convex Function Minimization. NeurIPS Haixiang Zhang, Zeyu Zheng, Javad Lavaei
2021	—	`conf`	Structured Projection-free Online Convex Optimization with Multi-point Bandit Feedback. CDC Yuhao Ding, Javad Lavaei
2021	J	`jnl`	Uniqueness of Power Flow Solutions Using Monotonicity and Network Topology. IEEE Trans. Control. Netw. Syst. SangWoo Park, Richard Y. Zhang, Javad Lavaei, Ross Baldick
2021	—	`conf`	When Does MAML Objective Have Benign Landscape? CCTA Igor Molybog, Javad Lavaei
2020	—	`conf`	A Dynamical System Perspective for Escaping Sharp Local Minima in Equality Constrained Optimization Problems. CDC Han Feng, Haixiang Zhang, Javad Lavaei
2020	J	`jnl`	A survey on conic relaxations of optimal power flow problem. Eur. J. Oper. Res. Fariba Zohrizadeh, Cédric Josz, Ming Jin, Ramtin Madani, Javad Lavaei, Somayeh Sojoudi
2020	—	`conf`	Absence of Spurious Local Trajectories in Time-Varying Optimization: A Control-Theoretic Perspective. CCTA Salar Fattahi, Cédric Josz, Reza Mohammadi-Ghazi, Javad Lavaei, Somayeh Sojoudi
2020	J	`jnl`	Conic Optimization for Quadratic Regression Under Sparse Noise. J. Mach. Learn. Res. Igor Molybog, Ramtin Madani, Javad Lavaei
2020	J	`jnl`	Connectivity Properties of the Set of Stabilizing Static Decentralized Controllers. SIAM J. Control. Optim. Han Feng, Javad Lavaei
2020	C	`conf`	Escaping Locally Optimal Decentralized Control Polices via Damping. ACC Han Feng, Javad Lavaei
2020	J	`jnl`	Global Convergence of MAML for LQR. CoRR Igor Molybog, Javad Lavaei
2020	C	`conf`	Homotopy Method for Finding the Global Solution of Post-contingency Optimal Power Flow. ACC SangWoo Park, Elizabeth Glista, Javad Lavaei, Somayeh Sojoudi
2020	C	`conf`	Homotopy Method for Finding the Global Solution of Post-contingency Optimal Power Flow. ACC SangWoo Park, Elizabeth Glista, Javad Lavaei, Somayeh Sojoudi
2020	—	`conf`	Identifying the Connectivity of Feasible Regions for Optimal Decentralized Control Problems. CDC Yingjie Bi, Javad Lavaei
2020	J	`jnl`	Large-Scale Traffic Signal Offset Optimization. IEEE Trans. Control. Netw. Syst. Yi Ouyang, Richard Y. Zhang, Javad Lavaei, Pravin Varaiya
2020	J	`jnl`	Penalized semidefinite programming for quadratically-constrained quadratic optimization. J. Glob. Optim. Ramtin Madani, Mohsen Kheirandishfard, Javad Lavaei, Alper Atamtürk
2020	J	`jnl`	Scalable and Robust State Estimation From Abundant But Untrusted Data. IEEE Trans. Smart Grid Ming Jin, Igor Molybog, Reza Mohammadi-Ghazi, Javad Lavaei
2020	J	`jnl`	Stability-Certified Reinforcement Learning: A Control-Theoretic Perspective. IEEE Access Ming Jin, Javad Lavaei
2019	J	`jnl`	Convexification of Power Flow Equations in the Presence of Noisy Measurements. IEEE Trans. Autom. Control. Ramtin Madani, Javad Lavaei, Ross Baldick
2019	J	`jnl`	Convexification of generalized network flow problem. Math. Program. Somayeh Sojoudi, Salar Fattahi, Javad Lavaei
2019	J	`jnl`	Escaping spurious local minimum trajectories in online time-varying nonconvex optimization. CoRR Yuhao Ding, Javad Lavaei, Murat Arcak
2019	J	`jnl`	Large-Scale Traffic Signal Offset Optimization. CoRR Yi Ouyang, Richard Y. Zhang, Javad Lavaei, Pravin Varaiya
2019	—	`conf`	Monotonicity Between Phase Angles and Power Flow and Its Implications for the Uniqueness of Solutions. HICSS SangWoo Park, Richard Y. Zhang, Javad Lavaei, Ross Baldick
2019	A*	`conf`	On Sampling Complexity of the Semidefinite Affine Rank Feasibility Problem. AAAI Igor Molybog, Javad Lavaei
2019	C	`conf`	On the Exponential Number of Connected Components for the Feasible Set of Optimal Decentralized Control Problems. ACC Han Feng, Javad Lavaei
2019	J	`jnl`	Power Grid AC-Based State Estimation: Vulnerability Analysis Against Cyber Attacks. IEEE Trans. Autom. Control. Ming Jin, Javad Lavaei, Karl Henrik Johansson
2019	J	`jnl`	Sharp Restricted Isometry Bounds for the Inexistence of Spurious Local Minima in Nonconvex Matrix Recovery. CoRR Richard Y. Zhang, Somayeh Sojoudi, Javad Lavaei
2019	J	`jnl`	Sharp Restricted Isometry Bounds for the Inexistence of Spurious Local Minima in Nonconvex Matrix Recovery. J. Mach. Learn. Res. Richard Y. Zhang, Somayeh Sojoudi, Javad Lavaei
2019	J	`jnl`	Spurious Local Minima in Power System State Estimation. IEEE Trans. Control. Netw. Syst. Richard Y. Zhang, Javad Lavaei, Ross Baldick
2019	C	`conf`	Topology Error Detection and Robust State Estimation Using Nonlinear Least Absolute Value. ACC SangWoo Park, Reza Mohammadi-Ghazi, Javad Lavaei
2019	—	`conf`	Towards Robust and Scalable Power System State Estimation. CDC Ming Jin, Igor Molybog, Reza Mohammadi-Ghazi, Javad Lavaei
2019	J	`jnl`	Transformation of Optimal Centralized Controllers Into Near-Globally Optimal Static Distributed Controllers. IEEE Trans. Autom. Control. Salar Fattahi, Ghazal Fazelnia, Javad Lavaei, Murat Arcak
2018	—	`conf`	A Convex Approximation of Optimal Distributed Controller in Frequency Domain. CDC Han Feng, Javad Lavaei
2018	J	`jnl`	A Low-Complexity Parallelizable Numerical Algorithm for Sparse Semidefinite Programming. IEEE Trans. Control. Netw. Syst. Ramtin Madani, Abdulrahman Kalbat, Javad Lavaei
2018	A*	`conf`	A theory on the absence of spurious solutions for nonconvex and nonsmooth optimization. NeurIPS Cédric Josz, Yi Ouyang, Richard Y. Zhang, Javad Lavaei, Somayeh Sojoudi
2018	—	`conf`	Analysis of Semidefinite Programming Relaxation of Optimal Power Flow for Cyclic Networks. CDC Hamid Mahboubi, Javad Lavaei
2018	—	`conf`	Conic Approximation with Provable Guarantee for Traffic Signal Offset Optimization. CDC Yi Ouyang, Richard Y. Zhang, Javad Lavaei, Pravin Varaiya
2018	—	`conf`	Conic Optimization for Robust Quadratic Regression: Deterministic Bounds and Statistical Analysis. CDC Igor Molybog, Ramtin Madani, Javad Lavaei
2018	J	`jnl`	Conic Relaxations for Power System State Estimation With Line Measurements. IEEE Trans. Control. Netw. Syst. Yu Zhang, Ramtin Madani, Javad Lavaei
2018	—	`conf`	Control-Theoretic Analysis of Smoothness for Stability-Certified Reinforcement Learning. CDC Ming Jin, Javad Lavaei
2018	—	`conf`	Efficient Algorithm for Large-and-Sparse LMI Feasibility Problems. CDC Richard Y. Zhang, Javad Lavaei
2018	C	`conf`	High-Performance Cooperative Distributed Model Predictive Control for Linear Systems. ACC Georgios Darivianakis, Salar Fattahi, John Lygeros, Javad Lavaei
2018	A*	`conf`	How Much Restricted Isometry is Needed In Nonconvex Matrix Recovery? NeurIPS Richard Y. Zhang, Cédric Josz, Somayeh Sojoudi, Javad Lavaei
2018	J	`jnl`	How Much Restricted Isometry is Needed In Nonconvex Matrix Recovery? CoRR Richard Y. Zhang, Cédric Josz, Somayeh Sojoudi, Javad Lavaei
2018	—	`conf`	Sparse Semidefinite Programs with Near-Linear Time Complexity. CDC Richard Y. Zhang, Javad Lavaei
2018	—	`conf`	Spurious Critical Points in Power System State Estimation. HICSS Richard Y. Zhang, Javad Lavaei, Ross Baldick
2018	J	`jnl`	Stability-certified reinforcement learning: A control-theoretic perspective. CoRR Ming Jin, Javad Lavaei
2017	J	`jnl`	A Survey of Distributed Optimization and Control Algorithms for Electric Power Systems. IEEE Trans. Smart Grid Daniel K. Molzahn, Florian Dörfler, Henrik Sandberg, Steven H. Low, Sambuddha Chakrabarti, Ross Baldick, Javad Lavaei
2017	—	`conf`	A scalable method for designing distributed controllers for systems with unknown initial states. CDC Salar Fattahi, Javad Lavaei, Murat Arcak
2017	—	`conf`	A semidefinite programming relaxation under false data injection attacks against power grid AC state estimation. Allerton Ming Jin, Javad Lavaei, Karl Henrik Johansson
2017	J	`jnl`	Convex Relaxation for Optimal Distributed Control Problems. IEEE Trans. Autom. Control. Ghazal Fazelnia, Ramtin Madani, Abdulrahman Kalbat, Javad Lavaei
2017	J	`jnl`	Finding Low-rank Solutions of Sparse Linear Matrix Inequalities using Convex Optimization. SIAM J. Optim. Ramtin Madani, Somayeh Sojoudi, Ghazal Fazelnia, Javad Lavaei
2017	J	`jnl`	Guest Editorial Distributed Control and Efficient Optimization Methods for Smart Grid. IEEE Trans. Smart Grid Javad Lavaei, Steven H. Low, Ross Baldick, Baosen Zhang, Daniel K. Molzahn, Florian Dörfler, Henrik Sandberg
2017	—	`conf`	Modified interior-point method for large-and-sparse low-rank semidefinite programs. CDC Richard Y. Zhang, Javad Lavaei
2017	C	`conf`	On the convexity of optimal decentralized control problem and sparsity path. ACC Salar Fattahi, Javad Lavaei
2017	—	`conf`	Power System State Estimation and Bad Data Detection by Means of Conic Relaxation. HICSS Ramtin Madani, Javad Lavaei, Ross Baldick, Alper Atamtürk
2017	—	`conf`	Promises of conic relaxations in optimal transmission switching of power systems. CDC Salar Fattahi, Javad Lavaei, Alper Atamtürk
2016	—	`conf`	A strong semidefinite programming relaxation of the unit commitment problem. CDC Morteza Ashraphijuo, Salar Fattahi, Javad Lavaei, Alper Atamtürk
2016	—	`conf`	Characterization of rank-constrained feasibility problems via a finite number of convex programs. CDC Morteza Ashraphijuo, Ramtin Madani, Javad Lavaei
2016	J	`jnl`	Guest Editorial The Theory of Complex Systems With Applications to Smart Grid Operations. IEEE Trans. Smart Grid Ali Tajer, Ian Dobson, Soummya Kar, Javad Lavaei, Le Xie
2016	—	`conf`	Power system state estimation with a limited number of measurements. CDC Ramtin Madani, Morteza Ashraphijuo, Javad Lavaei, Ross Baldick
2016	—	`conf`	Power system state estimation with line measurements. CDC Yu Zhang, Ramtin Madani, Javad Lavaei
2016	—	`conf`	Theoretical guarantees for the design of near globally optimal static distributed controllers. Allerton Salar Fattahi, Javad Lavaei
2015	—	`conf`	A fast distributed algorithm for decomposable semidefinite programs. CDC Abdulrahman Kalbat, Javad Lavaei
2015	—	`conf`	ADMM for sparse semidefinite programming with applications to optimal power flow problem. CDC Ramtin Madani, Abdulrahman Kalbat, Javad Lavaei
2015	—	`conf`	Convex analysis of generalized flow networks. CDC Salar Fattahi, Javad Lavaei
2015	—	`conf`	Convexification of power flow problem over arbitrary networks. CDC Ramtin Madani, Javad Lavaei, Ross Baldick
2015	—	`conf`	Inverse function theorem for polynomial equations using semidefinite programming. CDC Morteza Ashraphijuo, Ramtin Madani, Javad Lavaei
2015	—	`conf`	Transformation of optimal centralized controllers into near-global static distributed controllers. CDC Salar Fattahi, Ghazal Fazelnia, Javad Lavaei
2014	—	`conf`	Convex relaxation for optimal distributed control problem. CDC Ghazal Fazelnia, Ramtin Madani, Javad Lavaei
2014	J	`jnl`	Dynamic Network Energy Management via Proximal Message Passing. Found. Trends Optim. Matt Kraning, Eric Chu, Javad Lavaei, Stephen P. Boyd
2014	—	`conf`	Efficient convex relaxation for stochastic optimal distributed control problem. Allerton Abdulrahman Kalbat, Ramtin Madani, Ghazal Fazelnia, Javad Lavaei
2014	J	`jnl`	Exactness of Semidefinite Relaxations for Nonlinear Optimization Problems with Underlying Graph Structure. SIAM J. Optim. Somayeh Sojoudi, Javad Lavaei
2014	—	`conf`	Graph-theoretic algorithms for polynomial optimization problems. CDC Somayeh Sojoudi, Ramtin Madani, Ghazal Fazelnia, Javad Lavaei
2014	—	`conf`	Low-rank solutions of matrix inequalities with applications to polynomial optimization and matrix completion problems. CDC Ramtin Madani, Ghazal Fazelnia, Somayeh Sojoudi, Javad Lavaei
2014	—	`conf`	Promises of conic relaxation for contingency-constrained optimal power flow problem. Allerton Ramtin Madani, Morteza Ashraphijuo, Javad Lavaei
2013	Misc	`conf`	Convex relaxation for optimal power flow problem: Mesh networks. ACSSC Ramtin Madani, Somayeh Sojoudi, Javad Lavaei
2013	—	`conf`	Convexification of Generalized Network Flow problem with application to power systems. CDC Somayeh Sojoudi, Javad Lavaei
2013	—	`conf`	Convexification of optimal power flow problem by means of phase shifters. SmartGridComm Somayeh Sojoudi, Javad Lavaei
2013	—	`conf`	Low-rank solution of convex relaxation for optimal power flow problem. SmartGridComm Somayeh Sojoudi, Ramtin Madani, Javad Lavaei
2013	—	`conf`	On the exactness of semidefinite relaxation for nonlinear optimization over graphs: Part I. CDC Somayeh Sojoudi, Javad Lavaei
2013	—	`conf`	On the exactness of semidefinite relaxation for nonlinear optimization over graphs: Part II. CDC Somayeh Sojoudi, Javad Lavaei
2013	—	`conf`	Optimal decentralized control problem as a rank-constrained optimization. Allerton Javad Lavaei
2013	—	`conf`	Study of nonlinear power optimization problems using algebraic graph theory. CAMSAP Somayeh Sojoudi, Javad Lavaei
2012	C	`conf`	Competitive equilibria in electricity markets with nonlinearities. ACC Javad Lavaei, Somayeh Sojoudi
2012	J	`jnl`	Decentralized Implementation of Centralized Controllers for Interconnected Systems. IEEE Trans. Autom. Control. Javad Lavaei
2012	J	`jnl`	Geometry of Power Flows in Tree Networks CoRR Javad Lavaei, David Tse, Baosen Zhang
2012	J	`jnl`	Message Passing for Dynamic Network Energy Management CoRR Matt Kraning, Eric Chu, Javad Lavaei, Stephen P. Boyd
2012	J	`jnl`	Quantized Consensus by Means of Gossip Algorithm. IEEE Trans. Autom. Control. Javad Lavaei, Richard M. Murray
2011	C	`conf`	Fault-tolerant controller design with applications in power systems and synthetic biology. ACC Somayeh Sojoudi, Javad Lavaei, Richard M. Murray
2011	J	`jnl`	Solving Large-Scale Hybrid Circuit-Antenna Problems. IEEE Trans. Circuits Syst. I Regul. Pap. Javad Lavaei, Aydin Babakhani, Ali Hajimiri, John C. Doyle
2011	C	`conf`	Zero duality gap for classical opf problem convexifies fundamental nonlinear power problems. ACC Javad Lavaei
2010	C	`conf`	A study of near-field direct antenna modulation systems using convex optimization. ACC Javad Lavaei, Aydin Babakhani, Ali Hajimiri, John C. Doyle
2010	—	`conf`	Convexification of optimal power flow problem. Allerton Javad Lavaei, Steven H. Low
2010	B	`conf`	Passively Controllable Smart Antennas. GLOBECOM Javad Lavaei, Aydin Babakhani, Ali Hajimiri, John C. Doyle
2010	J	`jnl`	Performance improvement of robust controllers for polynomially uncertain systems. Autom. Javad Lavaei, Amir G. Aghdam
2010	J	`jnl`	Pole Assignment With Improved Control Performance by Means of Periodic Feedback. IEEE Trans. Autom. Control. Javad Lavaei, Somayeh Sojoudi, Amir G. Aghdam
2010	—	`conf`	Relationship between power loss and network topology in power systems. CDC Javad Lavaei, Steven H. Low
2010	C	`conf`	Simple delay-based implementation of continuous-time controllers. ACC Javad Lavaei, Somayeh Sojoudi, Richard M. Murray
2010	—	`conf`	Synthesis of embedded control systems with high sampling frequencies. CDC Javad Lavaei, Somayeh Sojoudi, Richard M. Murray
2010	J	`jnl`	Time Complexity of Decentralized Fixed-Mode Verification. IEEE Trans. Autom. Control. Javad Lavaei, Somayeh Sojoudi
2010	A*	`conf`	Utility Functionals Associated With Available Congestion Control Algorithms. INFOCOM Javad Lavaei, John C. Doyle, Steven H. Low
2009	—	`conf`	A new decentralization technique for interconnected systems. CDC Javad Lavaei
2009	C	`conf`	Complexity of checking the existence of a stabilizing decentralized controller. ACC Javad Lavaei, Somayeh Sojoudi
2009	—	`conf`	Congestion control algorithms from optimal control perspective. CDC Javad Lavaei, John C. Doyle, Steven H. Low
2009	—	`conf`	Controllability and observability of uncertain systems: A robust measure. CDC Somayeh Sojoudi, Javad Lavaei, Amir G. Aghdam
2009	C	`conf`	On quantized consensus by means of gossip algorithm - Part I: Convergence proof. ACC Javad Lavaei, Richard M. Murray
2009	C	`conf`	On quantized consensus by means of gossip algorithm - Part II: Convergence time. ACC Javad Lavaei, Richard M. Murray
2009	J	`jnl`	Overlapping control design for multi-channel systems. Autom. Javad Lavaei, Amir G. Aghdam
2009	—	`conf`	Quantized consensus via adaptive stochastic gossip algorithm. CDC Javad Lavaei, Richard M. Murray
2009	J	`jnl`	Robust controllability and observability degrees of polynomially uncertain systems. Autom. Somayeh Sojoudi, Javad Lavaei, Amir G. Aghdam
2009	—	`conf`	Solving large-scale linear circuit problems via convex optimization. CDC Javad Lavaei, Aydin Babakhani, Ali Hajimiri, John C. Doyle
2008	J	`jnl`	A Model Predictive Decentralized Control Scheme With Reduced Communication Requirement for Spacecraft Formation. IEEE Trans. Control. Syst. Technol. Javad Lavaei, Ahmadreza Momeni, Amir G. Aghdam
2008	J	`jnl`	Control of continuous-time LTI systems by means of structurally constrained controllers. Autom. Javad Lavaei, Amir G. Aghdam
2008	C	`conf`	Decentralized pole assignment for interconnected systems. ACC Javad Lavaei, Amir G. Aghdam
2008	—	`conf`	LQ robust controllers for polynomially uncertain systems. CDC Javad Lavaei, Amir G. Aghdam
2008	J	`jnl`	LQ suboptimal decentralised controllers with disturbance rejection property for hierarchical systems. Int. J. Control Javad Lavaei, Ahmadreza Momeni, Amir G. Aghdam
2008	J	`jnl`	Robust Stability of LTI Systems Over Semialgebraic Sets Using Sum-of-Squares Matrix Polynomials. IEEE Trans. Autom. Control. Javad Lavaei, Amir G. Aghdam
2008	J	`jnl`	Stabilization of decentralized control systems by means of periodic feedback. Autom. Javad Lavaei, Amir G. Aghdam
2007	C	`conf`	A Cooperative Model Predictive Control Technique for Spacecraft Formation Flying. ACC Javad Lavaei, Ahmadreza Momeni, Amir G. Aghdam
2007	J	`jnl`	A graph-theoretic method to find decentralized fixed modes of LTI systems. Autom. Javad Lavaei, Amir G. Aghdam
2007	—	`conf`	A near-optimal decentralized servomechanism controller for hierarchical interconnected systems. CDC Javad Lavaei, Ahmadreza Momeni, Amir G. Aghdam
2007	C	`conf`	Characterization of Decentralized and Quotient Fixed Modes via Graph Theory. ACC Javad Lavaei, Amir G. Aghdam
2007	J	`jnl`	High-performance decentralized control design for general interconnected systems with applications in cooperative control. Int. J. Control Javad Lavaei, Amir G. Aghdam
2007	C	`conf`	On Structurally Constrained Control Design with a Prespecified Form. ACC Javad Lavaei, Amir G. Aghdam
2007	C	`conf`	Optimal Information Flow Structure for Control of Interconnected Systems. ACC Somayeh Sojoudi, Javad Lavaei, Amir G. Aghdam
2007	J	`jnl`	Optimal periodic feedback design for continuous-time LTI systems with constrained control structure. Int. J. Control Javad Lavaei, Amir G. Aghdam
2007	—	`conf`	Pole assignment with improved control performance by means of periodic feedback. CDC Javad Lavaei, Somayeh Sojoudi, Amir G. Aghdam
2007	—	`conf`	Rational optimization using sum-of-squares techniques. CDC Javad Lavaei, Somayeh Sojoudi, Amir G. Aghdam
2007	J	`jnl`	Robust Stabilizability Verification of Polynomially Uncertain LTI Systems. IEEE Trans. Autom. Control. Somayeh Sojoudi, Javad Lavaei, Amir G. Aghdam
2007	J	`jnl`	Simultaneous LQ control of a set of LTI systems using constrained generalized sampled-data hold functions. Autom. Javad Lavaei, Amir G. Aghdam
2007	C	`conf`	Stability Criterion for General Proper Systems with Constrained Control Structure. ACC Javad Lavaei, Somayeh Sojoudi, Amir G. Aghdam
2006	—	`conf`	A Necessary and Sufficient Condition for Robust Stability of LTI Discrete-Time Systems using Sum-of-Squares Matrix Polynomials. CDC Javad Lavaei, Amir G. Aghdam
2006	—	`conf`	A Necessary and Sufficient Condition for the Existence of a LTI Stabilizing Decentralized Overlapping Controller. CDC Javad Lavaei, Amir G. Aghdam
2006	—	`conf`	Decentralized Control Design for Interconnected Systems Based on A Centralized Reference Controller. CDC Javad Lavaei, Amir G. Aghdam
2006	—	`conf`	Elimination of Fixed Modes by Means of High-Performance Constrained Periodic Control. CDC Javad Lavaei, Amir G. Aghdam
2006	—	`conf`	High-Performance Decentralized Control for Formation Flying with Leader-Follower Structure. CDC Javad Lavaei, Ahmadreza Momeni, Amir G. Aghdam