Enrique Mallada

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 110

Top Venues

CoRR

CDC

ACC

IEEE Trans. Autom. Control.

Publications

Hancheng Min, Enrique Mallada, René Vidal
Early Neuron Alignment in Two-layer ReLU Networks with Small Initialization. ICLR (2024)
Kyle Poe, Enrique Mallada, René Vidal
Invertibility of Discrete-Time Linear Systems with Sparse Inputs. CoRR (2024)
Hussein Sibai, Enrique Mallada
Recurrence of Nonlinear Control Systems: Entropy and Bit Rates. HSCC (2024)
Tianqi Zheng, Nicolas Loizou, Pengcheng You, Enrique Mallada
Dissipative Gradient Descent Ascent Method: A Control Theory Inspired Algorithm for Min-max Optimization. CoRR (2024)
Tianqi Zheng, Nicolas Loizou, Pengcheng You, Enrique Mallada
Dissipative Gradient Descent Ascent Method: A Control Theory Inspired Algorithm for Min-Max Optimization. IEEE Control. Syst. Lett. 8 (2024)
Agustin Castellano, Hancheng Min, Juan Andrés Bazerque, Enrique Mallada
Learning safety critics via a non-contractive binary bellman operator. CoRR (2024)
Hussein Sibai, Enrique Mallada
Recurrence of Nonlinear Control Systems: Entropy and Bit Rates. CoRR (2023)
Agustin Castellano, Hancheng Min, Juan Andrés Bazerque, Enrique Mallada
Learning Safety Critics via a Non-Contractive Binary Bellman Operator. ACSSC (2023)
Bala Kameshwar Poolla, Yashen Lin, Andrey Bernstein, Enrique Mallada, Dominic Groß
Frequency Shaping Control for Weakly-Coupled Grid-Forming IBRs. IEEE Control. Syst. Lett. 7 (2023)
Ziqing Xu, Hancheng Min, Salma Tarmoun, Enrique Mallada, René Vidal
Linear Convergence of Gradient Descent For Finite Width Over-parametrized Linear Networks With General Initialization. AISTATS (2023)
Agustin Castellano, Hancheng Min, Juan Andrés Bazerque, Enrique Mallada
Learning to Act Safely With Limited Exposure and Almost Sure Certainty. IEEE Trans. Autom. Control. 68 (5) (2023)
Hancheng Min, Enrique Mallada
Spectral clustering and model reduction for weakly-connected coherent network systems. ACC (2023)
Kyle Poe, Enrique Mallada, René Vidal
-Minimization. CoRR (2023)
Kyle Poe, Enrique Mallada, René Vidal
Necessary and Sufficient Conditions for Simultaneous State and Input Recovery of Linear Systems with Sparse Inputs by ℓ1 -Minimization. CDC (2023)
Tianqi Zheng, John W. Simpson-Porco, Enrique Mallada
Closed-Loop Motion Planning for Differentially Flat Systems: A Time-Varying Optimization Framework. CoRR (2023)
Roy Siegelmann, Yue Shen, Fernando Paganini, Enrique Mallada
A Recurrence-Based Direct Method for Stability Analysis and GPU-Based Verification of Non-Monotonic Lyapunov Functions. CDC (2023)
Hancheng Min, Enrique Mallada
Learning Coherent Clusters in Weakly-Connected Network Systems. L4DC (2023)
Hancheng Min, René Vidal, Enrique Mallada
On the Convergence of Gradient Flow on Multi-layer Linear Models. ICML (2023)
Hancheng Min, René Vidal, Enrique Mallada
Early Neuron Alignment in Two-layer ReLU Networks with Small Initialization. CoRR (2023)
Hancheng Min, Richard Pates, Enrique Mallada
A Frequency Domain Analysis of Slow Coherency in Networked Systems. CoRR (2023)
Agustin Castellano, Hancheng Min, Enrique Mallada, Juan Andrés Bazerque
Reinforcement Learning with Almost Sure Constraints. L4DC (2022)
Tianqi Zheng, Pengcheng You, Enrique Mallada
Constrained Reinforcement Learning via Dissipative Saddle Flow Dynamics. CoRR (2022)
James Guthrie, Marin Kobilarov, Enrique Mallada
Closed-Form Minkowski Sum Approximations for Efficient Optimization-Based Collision Avoidance. ACC (2022)
Yue Shen, Maxim Bichuch, Enrique Mallada
Model-free Learning of Regions of Attraction via Recurrent Sets. CoRR (2022)
Richard Pates, Andrés Ferragut, Elijah Pivo, Pengcheng You, Fernando Paganini, Enrique Mallada
Respect the Unstable: Delays and Saturation in Contact Tracing for Disease Control. SIAM J. Control. Optim. 60 (2) (2022)
Hancheng Min, Enrique Mallada
Learning Coherent Clusters in Weakly-Connected Network Systems. CoRR (2022)
James Guthrie, Marin Kobilarov, Enrique Mallada
Closed-Form Minkowski Sum Approximations for Efficient Optimization-Based Collision Avoidance. CoRR (2022)
Tianqi Zheng, Pengcheng You, Enrique Mallada
Constrained Reinforcement Learning via Dissipative Saddle Flow Dynamics. IEEECONF (2022)
Rajni Kant Bansal, Yue Chen, Pengcheng You, Enrique Mallada
Equilibrium analysis of electricity markets with day-ahead market power mitigation and real-time intercept bidding. e-Energy (2022)
Hancheng Min, Enrique Mallada
Spectral clustering and model reduction for weakly-connected coherent network systems. CoRR (2022)
Hasan Giray Oral, Enrique Mallada, Dennice F. Gayme
On the Role of Interconnection Directionality in the Quadratic Performance of Double-Integrator Networks. IEEE Trans. Autom. Control. 67 (11) (2022)
Bahram Alinia, Mohammad H. Hajiesmaili, Zachary J. Lee, Noël Crespi, Enrique Mallada
Online EV Scheduling Algorithms for Adaptive Charging Networks with Global Peak Constraints. IEEE Trans. Sustain. Comput. 7 (3) (2022)
Yue Shen, Maxim Bichuch, Enrique Mallada
Model-free Learning of Regions of Attraction via Recurrent Sets. CDC (2022)
Agustin Castellano, Juan Andrés Bazerque, Enrique Mallada
Learning to be safe, in finite time. ACC (2021)
Agustin Castellano, Juan Andrés Bazerque, Enrique Mallada
Model-free safe policy learning via hard action barrier functions. CISS (2021)
Hancheng Min, Fernando Paganini, Enrique Mallada
Accurate Reduced-Order Models for Heterogeneous Coherent Generators. ACC (2021)
Agustin Castellano, Hancheng Min, Juan Andrés Bazerque, Enrique Mallada
Learning to Act Safely with Limited Exposure and Almost Sure Certainty. CoRR (2021)
Mustafa Devrim Kaba, Chong You, Daniel P. Robinson, Enrique Mallada, René Vidal
A Nullspace Property for Subspace-Preserving Recovery. ICML (2021)
Yan Jiang, Andrey Bernstein, Petr Vorobev, Enrique Mallada
Grid-Forming Frequency Shaping Control for Low-Inertia Power Systems. IEEE Control. Syst. Lett. 5 (6) (2021)
James Guthrie, Enrique Mallada
Outer Approximations of Minkowski Operations on Complex Sets via Sum-of-Squares Optimization. ACC (2021)
Liam S. P. Lawrence, John W. Simpson-Porco, Enrique Mallada
Linear-Convex Optimal Steady-State Control. IEEE Trans. Autom. Control. 66 (11) (2021)
Pengcheng You, Enrique Mallada
Saddle Flow Dynamics: Observable Certificates and Separable Regularization. ACC (2021)
Hancheng Min, Salma Tarmoun, René Vidal, Enrique Mallada
On the Explicit Role of Initialization on the Convergence and Implicit Bias of Overparametrized Linear Networks. ICML (2021)
Hancheng Min, Fernando Paganini, Enrique Mallada
Accurate Reduced-Order Models for Heterogeneous Coherent Generators. IEEE Control. Syst. Lett. 5 (5) (2021)
Rajni Kant Bansal, Pengcheng You, Dennice F. Gayme, Enrique Mallada
Storage Degradation Aware Economic Dispatch. ACC (2021)
Yan Jiang, Richard Pates, Enrique Mallada
Dynamic Droop Control in Low-Inertia Power Systems. IEEE Trans. Autom. Control. 66 (8) (2021)
Yan Jiang, Andrey Bernstein, Petr Vorobev, Enrique Mallada
Grid-Forming Frequency Shaping Control for Low-Inertia Power Systems. ACC (2021)
Agustin Castellano, Hancheng Min, Juan Andrés Bazerque, Enrique Mallada
Reinforcement Learning with Almost Sure Constraints. CoRR (2021)
Hancheng Min, Enrique Mallada
Coherence and Concentration in Tightly-Connected Networks. CoRR (2021)
Hancheng Min, Salma Tarmoun, René Vidal, Enrique Mallada
On the Explicit Role of Initialization on the Convergence and Implicit Bias of Overparametrized Linear Networks. CoRR (2021)
Tianqi Zheng, James Guthrie, Enrique Mallada
Inner Approximations of the Positive-Semidefinite Cone via Grassmannian Packings. CDC (2021)
Tianqi Zheng, James Guthrie, Enrique Mallada
Tight Inner Approximations of the Positive-Semidefinite Cone via Grassmannian Packing. CoRR (2021)
Charalampos Avraam, Enrique Mallada
Voltage Collapse Stabilization in Star DC Networks. CoRR (2021)
Mustafa Devrim Kaba, Mengnan Zhao, René Vidal, Daniel P. Robinson, Enrique Mallada
What is the Largest Sparsity Pattern That Can Be Recovered by 1-Norm Minimization? IEEE Trans. Inf. Theory 67 (5) (2021)
Yan Jiang, Andrey Bernstein, Petr Vorobev, Enrique Mallada
Grid-forming frequency shaping control. CoRR (2020)
Tianqi Zheng, John W. Simpson-Porco, Enrique Mallada
Implicit Trajectory Planning for Feedback Linearizable Systems: A Time-varying Optimization Approach. ACC (2020)
Agustin Castellano, Juan Andrés Bazerque, Enrique Mallada
Learning to be safe, in finite time. CoRR (2020)
Agustin Castellano, Juan Andrés Bazerque, Enrique Mallada
Assured RL: Reinforcement Learning with Almost Sure Constraints. CoRR (2020)
Lin Yang, Mohammad Hassan Hajiesmaili, Ramesh K. Sitaraman, Adam Wierman, Enrique Mallada, Wing Shing Wong
Online Linear Optimization with Inventory Management Constraints. Proc. ACM Meas. Anal. Comput. Syst. 4 (1) (2020)
Lin Yang, Mohammad Hassan Hajiesmaili, Ramesh K. Sitaraman, Adam Wierman, Enrique Mallada, Wing Shing Wong
Online Linear Optimization with Inventory Management Constraints. SIGMETRICS (Abstracts) (2020)
Yan Jiang, Eliza Cohn, Petr Vorobev, Enrique Mallada
Storage-Based Frequency Shaping Control. CoRR (2020)
Yue Shen, Maxim Bichuch, Enrique Mallada
On the Value of Energy Storage in Generation Cost Reduction. CoRR (2020)
Fernando Paganini, Enrique Mallada
Global Analysis of Synchronization Performance for Power Systems: Bridging the Theory-Practice Gap. IEEE Trans. Autom. Control. 65 (7) (2020)
Yue Shen, Maxim Bichuch, Enrique Mallada
On the Value of Energy Storage in Generation Cost Reduction. ECC (2020)
James Guthrie, Enrique Mallada
Minimum-Time Charging of Energy Storage in Microgrids via Approximate Conic Relaxation. ECC (2020)
Hancheng Min, Enrique Mallada
Dynamics Concentration of Large-Scale Tightly-Connected Networks. CoRR (2019)
Fernando Paganini, Enrique Mallada
Global analysis of synchronization performance for power systems: bridging the theory-practice gap. CoRR (2019)
Richard Pates, Enrique Mallada
Robust Scale-Free Synthesis for Frequency Control in Power Systems. IEEE Trans. Control. Netw. Syst. 6 (3) (2019)
Erik Weitenberg, Yan Jiang, Changhong Zhao, Enrique Mallada, Claudio De Persis, Florian Dörfler
Robust Decentralized Secondary Frequency Control in Power Systems: Merits and Tradeoffs. IEEE Trans. Autom. Control. 64 (10) (2019)
Pengcheng You, Dennice F. Gayme, Enrique Mallada
The Role of Strategic Load Participants in Two-Stage Settlement Electricity Markets. CDC (2019)
H. Giray Oral, Enrique Mallada, Dennice F. Gayme
Performance of Single and Double-Integrator Networks over Directed Graphs. CoRR (2019)
Hancheng Min, Enrique Mallada
Dynamics Concentration of Large-Scale Tightly-Connected Networks. CDC (2019)
Mustafa Devrim Kaba, Mengnan Zhao, René Vidal, Daniel P. Robinson, Enrique Mallada
Generalized Nullspace Property for Structurally Sparse Signals. CoRR (2019)
Hancheng Min, Fernando Paganini, Enrique Mallada
Accurate Reduced Order Models for Coherent Synchronous Generators. CoRR (2019)
James Guthrie, Enrique Mallada
Adversarial Model Predictive Control via Second-Order Cone Programming. CDC (2019)
Chengda Ji, Mohammad Hassan Hajiesmaili, Dennice F. Gayme, Enrique Mallada
Coordinating Distribution System Resources for Co-optimized Participation in Energy and Ancillary Service Transmission System Markets. ACC (2019)
Hancheng Min, Fernando Paganini, Enrique Mallada
Accurate Reduced Order Models for Coherent Synchronous Generators. Allerton (2019)
Tianqi Zheng, John W. Simpson-Porco, Enrique Mallada
Implicit Trajectory Planning for Feedback Linearizable Systems: A Time-varying Optimization Approach. CoRR (2019)
Yan Jiang, Eliza Cohn, Petr Vorobev, Enrique Mallada
Dynamic Droop Approach for Storage-based Frequency Control. CoRR (2019)
James Guthrie, Enrique Mallada
Adversarial Model Predictive Control via Second-Order Cone Programming. CoRR (2019)
Charalampos Avraam, Jesse Rines, Aurik Sarker, Enrique Mallada, Fernando Paganini
Voltage Collapse Stabilization in Star DC Networks. ACC (2019)
Yan Jiang, Richard Pates, Enrique Mallada
Dynamic Droop Control in Low-inertia Power Systems. CoRR (2019)
Lin Yang, Mohammad Hassan Hajiesmaili, Ramesh K. Sitaraman, Enrique Mallada, Wing Shing Wong, Adam Wierman
Online Inventory Management with Application to Energy Procurement in Data Centers. CoRR (2019)
Erik Weitenberg, Yan Jiang, Changhong Zhao, Enrique Mallada, Florian Dörfler, Claudio De Persis
Robust decentralized frequency control: A leaky integrator approach. ECC (2018)
Mengnan Zhao, M. Devrim Kaba, René Vidal, Daniel P. Robinson, Enrique Mallada
Sparse Recovery over Graph Incidence Matrices. CDC (2018)
Chengda Ji, Enrique Mallada, Dennice F. Gayme
Evaluating Robustness of Consensus Algorithms Under Measurement Error over Digraphs. CDC (2018)
Zachary E. Nelson, Enrique Mallada
An integral quadratic constraint framework for real-time steady-state optimization of linear time-invariant systems. ACC (2018)
Liam S. P. Lawrence, Zachary E. Nelson, Enrique Mallada, John W. Simpson-Porco
Optimal Steady-State Control for Linear Time-Invariant Systems. CDC (2018)
Charalampos Avraam, Jesse Rines, Aurik Sarker, Fernando Paganini, Enrique Mallada
Voltage Collapse Stabilization: A Game Theory Viewpoint. CoRR (2018)
Mengnan Zhao, M. Devrim Kaba, René Vidal, Daniel P. Robinson, Enrique Mallada
Sparse Recovery over Graph Incidence Matrices: Polynomial Time Guarantees and Location Dependent Performance. CoRR (2018)
Ashish Cherukuri, Enrique Mallada, Steven H. Low, Jorge Cortés
The Role of Convexity in Saddle-Point Dynamics: Lyapunov Function and Robustness. IEEE Trans. Autom. Control. 63 (8) (2018)
Fernando Paganini, Enrique Mallada
Global performance metrics for synchronization of heterogeneously rated power systems: The role of machine models and inertia. CoRR (2017)
Krishnamurthy Dvijotham, Enrique Mallada, John W. Simpson-Porco
High-Voltage Solution in Radial Power Networks: Existence, Properties, and Equivalent Algorithms. IEEE Control. Syst. Lett. 1 (2) (2017)
H. Giray Oral, Enrique Mallada, Dennice F. Gayme
Performance of first and second order linear networked systems over digraphs. CDC (2017)
Mohammad Hassan Hajiesmaili, Desmond W. H. Cai, Enrique Mallada
Understanding the inefficiency of security-constrained economic dispatch. CDC (2017)
Mohammad Hassan Hajiesmaili, Minghua Chen, Enrique Mallada, Chi-Kin Chau
Crowd-Sourced Storage-Assisted Demand Response in Microgrids. e-Energy (2017)
Fernando Paganini, Enrique Mallada
Global performance metrics for synchronization of heterogeneously rated power systems: The role of machine models and inertia. Allerton (2017)
Yan Jiang, Richard Pates, Enrique Mallada
Performance tradeoffs of dynamically controlled grid-connected inverters in low inertia power systems. CDC (2017)
Enrique Mallada, Changhong Zhao, Steven H. Low
Optimal Load-Side Control for Frequency Regulation in Smart Grids. IEEE Trans. Autom. Control. 62 (12) (2017)
Yan Jiang, Richard Pates, Enrique Mallada
Performance tradeoffs of dynamically controlled grid-connected inverters in low inertia power systems. CoRR (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Enrique Mallada