Enrique Mallada

1. The role of convexity on saddle-point dynamics: Lyapunov function and\n robustness
   2016/08/30 by Ashish Cherukuri, Cherukuri, Ashish, Enrique Mallada +5 · 5 citations
   Biochemistry, Genetics and Molecular Biology · Mathematics · Neuroscience · #FOS: Mathematics #Mathematical Biology Tumor Growth #Mitochondrial Function and Pathology #Neuroscience and Neuropharmacology Research #Optimization and Control (math.OC)
2. Optimal Steady-State Control for Linear Time-Invariant Systems
   2018/10/08 by Liam Lawrence, Lawrence, Liam S. P., Zachary E. Nelson +5 · 3 citations
   Engineering · #93C99 #Advanced Control Systems Optimization #Control Systems and Identification #FOS: Mathematics #Optimization and Control (math.OC) #Stability and Control of Uncertain Systems
3. Global analysis of synchronization performance for power systems:\n bridging the theory-practice gap
   2019/05/16 by Fernando Paganini, Paganini, Fernando, Enrique Mallada +1 · 2 citations
   Computer Science · Engineering · #Distributed and Parallel Computing Systems #FOS: Electrical engineering #FOS: Mathematics #Microgrid Control and Optimization #Nonlinear Dynamics and Pattern Formation #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
4. Early Neuron Alignment in Two-layer ReLU Networks with Small Initialization
   2023/07/24 by Hancheng Min, Enrique Mallada, Min, Hancheng +3 · 5 citations
   Computer Science · Neuroscience · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural dynamics and brain function #stochastic dynamics and bifurcation
5. A Frequency Domain Analysis of Slow Coherency in Networked Systems
   2023/02/16 by Hancheng Min, Richard Pates, Min, Hancheng +3 · 2 citations
   Computer Science · Physics and Astronomy · #FOS: Electrical engineering #Nonlinear Dynamics and Pattern Formation #Quantum optics and atomic interactions #Systems and Control (eess.SY) #electronic engineering #information engineering #stochastic dynamics and bifurcation
6. Model-free Learning of Regions of Attraction via Recurrent Sets
   2022/04/21 by Yue Shen, Shen, Yue, Maxim Bichuch +3 · 2 citations
   Computer Science · Engineering · #Machine Learning and Algorithms #Fault Detection and Control Systems #Control Systems and Identification
7. Spectral clustering and model reduction for weakly-connected coherent network systems
   2022/09/27 by Hancheng Min, Min, Hancheng, Enrique Mallada +1 · 1 citation
   Physics and Astronomy · #Complex Network Analysis Techniques #FOS: Electrical engineering #Opinion Dynamics and Social Influence #Quantum many-body systems #Systems and Control (eess.SY) #electronic engineering #information engineering
8. A Local Polyak-Lojasiewicz and Descent Lemma of Gradient Descent For Overparametrized Linear Models
   2025/05/16 by Ziqing Xu, Hancheng Min, Xu, Ziqing +7 · 3 citations
   Computer Science · #Stochastic Gradient Optimization Techniques #Machine Learning and ELM #Domain Adaptation and Few-Shot Learning
9. A Unified Analysis of Saddle Flow Dynamics: Stability and Algorithm Design
   2024/09/09 by Pengcheng You, Yingzhu Liu, You, Pengcheng +3 · 1 citation
   Engineering · #FOS: Mathematics #Fluid Dynamics and Turbulent Flows #Fluid Dynamics and Vibration Analysis #Hydraulic flow and structures #Optimization and Control (math.OC)
10. Dissipative Gradient Descent Ascent Method: A Control Theory Inspired Algorithm for Min-max Optimization
    2024/03/14 by Tianqi Zheng, Zheng, Tianqi, Nicolas Loizou +5 · 1 citation
    Computer Science · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Matrix Theory and Algorithms #Numerical methods in inverse problems #Optimization and Control (math.OC)
11. On the Limits of Sampling-Based Reachability: Geometry, Dynamics, and Sample Complexity
    2026/07/21 by Jixian Liu, Ihab Tabbara, Hussein Sibai +1
    #cs.RO
12. Memory-Computation Tradeoffs in Semi Amortized Parametric Optimization
    2026/07/22 by Shijie Pan, Agustin Castellano, Zeyu Shen +1
    #cs.LG