Nonconvex Linear System Identification with Minimal State Representation
Fuente:
arXiv
Saved in:
| Main Authors: | Tadipatri, Uday Kiran Reddy, Haeffele, Benjamin D., Agterberg, Joshua, Ziemann, Ingvar, Vidal, René |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Convex Relaxation Approach to Generalization Analysis for Parallel Positively Homogeneous Networks
by: Tadipatri, Uday Kiran Reddy, et al.
Published: (2024)
by: Tadipatri, Uday Kiran Reddy, et al.
Published: (2024)
BLISS: Global Blind Identification of Linear Systems with Sparse Inputs
by: Poe, Kyle, et al.
Published: (2026)
by: Poe, Kyle, et al.
Published: (2026)
A Short Information-Theoretic Analysis of Linear Auto-Regressive Learning
by: Ziemann, Ingvar
Published: (2024)
by: Ziemann, Ingvar
Published: (2024)
Invertibility of Discrete-Time Linear Systems with Sparse Inputs
by: Poe, Kyle, et al.
Published: (2024)
by: Poe, Kyle, et al.
Published: (2024)
Probabilistic Formulations for System Identification of Linear Dynamics with Bilinear Observation Models
by: Liu, Diyou, et al.
Published: (2025)
by: Liu, Diyou, et al.
Published: (2025)
Active Learning for Control-Oriented Identification of Nonlinear Systems
by: Lee, Bruce D., et al.
Published: (2024)
by: Lee, Bruce D., et al.
Published: (2024)
Joint State and Sparse Input Estimation in Linear Dynamical Systems
by: Chakraborty, Rupam Kalyan, et al.
Published: (2023)
by: Chakraborty, Rupam Kalyan, et al.
Published: (2023)
Universal Approximation of Linear Time-Invariant (LTI) Systems through RNNs: Power of Randomness in Reservoir Computing
by: Jere, Shashank, et al.
Published: (2023)
by: Jere, Shashank, et al.
Published: (2023)
Data-Driven Probabilistic Fault Detection and Identification via Density Flow Matching
by: Ibrahim, Joshua D., et al.
Published: (2026)
by: Ibrahim, Joshua D., et al.
Published: (2026)
Perron-Frobenius Contractive Operator Matching for Data-Driven Reachable Fault Identification and Recovery
by: Ibrahim, Joshua D., et al.
Published: (2026)
by: Ibrahim, Joshua D., et al.
Published: (2026)
Slicing for Dense Smart Factory Network: Current State, Scenarios, Challenges and Expectations
by: Ochonu, Regina, et al.
Published: (2024)
by: Ochonu, Regina, et al.
Published: (2024)
State space models, emergence, and ergodicity: How many parameters are needed for stable predictions?
by: Ziemann, Ingvar, et al.
Published: (2024)
by: Ziemann, Ingvar, et al.
Published: (2024)
Dual NUP Representations and Min-Maximization in Factor Graphs
by: Li, Yun-Peng, et al.
Published: (2025)
by: Li, Yun-Peng, et al.
Published: (2025)
Discovering Optimal Robust Minimum Redundancy Arrays (RMRAs) through Exhaustive Search and Algebraic Formulation of a New Sub-Optimal RMRA
by: Patwari, Ashish, et al.
Published: (2025)
by: Patwari, Ashish, et al.
Published: (2025)
Heterogeneous Graph Neural Networks for Short-term State Forecasting in Power Systems across Domains and Time Scales: A Hydroelectric Power Plant Case Study
by: Theiler, Raffael, et al.
Published: (2025)
by: Theiler, Raffael, et al.
Published: (2025)
Regret Lower Bounds for Learning Linear Quadratic Gaussian Systems
by: Ziemann, Ingvar, et al.
Published: (2022)
by: Ziemann, Ingvar, et al.
Published: (2022)
Critically Damped Third-Order Langevin Dynamics
by: Sterling, Benjamin, et al.
Published: (2024)
by: Sterling, Benjamin, et al.
Published: (2024)
A Control Theory inspired Exploration Method for a Linear Bandit driven by a Linear Gaussian Dynamical System
by: Gornet, Jonathan, et al.
Published: (2025)
by: Gornet, Jonathan, et al.
Published: (2025)
Destination-Constrained Linear Dynamical System Modeling in Set-Valued Frameworks
by: Yang, Xiaowei, et al.
Published: (2024)
by: Yang, Xiaowei, et al.
Published: (2024)
Ultrafast Grid Impedance Identification in $dq$-Asymmetric Three-Phase Power Systems
by: Abdalmoaty, Mohamed, et al.
Published: (2025)
by: Abdalmoaty, Mohamed, et al.
Published: (2025)
Strong Duality in Risk-Constrained Nonconvex Functional Programming
by: Kalogerias, Dionysis, et al.
Published: (2022)
by: Kalogerias, Dionysis, et al.
Published: (2022)
Graph Koopman Autoencoder for Predictive Covert Communication Against UAV Surveillance
by: Krishnan, Sivaram, et al.
Published: (2024)
by: Krishnan, Sivaram, et al.
Published: (2024)
Convergence of Recursive Least Squares Based Input/Output System Identification with Model Order Mismatch
by: Lai, Brian, et al.
Published: (2024)
by: Lai, Brian, et al.
Published: (2024)
Improvement of Identification Procedure Using Hybrid Cuckoo Search Algorithm for TurbineGovernor and Excitation System
by: Hosseinalizadeh, Teimour, et al.
Published: (2018)
by: Hosseinalizadeh, Teimour, et al.
Published: (2018)
DANSE: Data-driven Non-linear State Estimation of Model-free Process in Unsupervised Learning Setup
by: Ghosh, Anubhab, et al.
Published: (2023)
by: Ghosh, Anubhab, et al.
Published: (2023)
A Tutorial on the Non-Asymptotic Theory of System Identification
by: Ziemann, Ingvar, et al.
Published: (2023)
by: Ziemann, Ingvar, et al.
Published: (2023)
Online Identification of Stochastic Continuous-Time Wiener Models Using Sampled Data
by: Abdalmoaty, Mohamed, et al.
Published: (2024)
by: Abdalmoaty, Mohamed, et al.
Published: (2024)
Robust Suboptimal Local Basis Function Algorithms for Identification of Nonstationary FIR Systems in Impulsive Noise Environments
by: Niedźwiecki, Maciej, et al.
Published: (2025)
by: Niedźwiecki, Maciej, et al.
Published: (2025)
AI-Powered Dynamic Fault Detection and Performance Assessment in Photovoltaic Systems
by: Salazar-Pena, Nelson, et al.
Published: (2024)
by: Salazar-Pena, Nelson, et al.
Published: (2024)
CNN-based Compressor Mass Flow Estimator in Industrial Aircraft Vapor Cycle System
by: Reverdi, Justin, et al.
Published: (2024)
by: Reverdi, Justin, et al.
Published: (2024)
String-Level Ground Fault Localization for TN-Earthed Three-Phase Photovoltaic Systems
by: Li, Yuanliang, et al.
Published: (2026)
by: Li, Yuanliang, et al.
Published: (2026)
Boosted Enhanced Quantile Regression Neural Networks with Spatiotemporal Permutation Entropy for Complex System Prognostics
by: Poland, David J
Published: (2025)
by: Poland, David J
Published: (2025)
VersaPants: A Loose-Fitting Textile Capacitive Sensing System for Lower-Body Motion Capture
by: Kasap, Deniz, et al.
Published: (2025)
by: Kasap, Deniz, et al.
Published: (2025)
Learning to Quantize and Precode in Massive MIMO Systems for Energy Reduction: a Graph Neural Network Approach
by: Feys, Thomas, et al.
Published: (2025)
by: Feys, Thomas, et al.
Published: (2025)
Transferable Deep Learning Power System Short-Term Voltage Stability Assessment with Physics-Informed Topological Feature Engineering
by: Feng, Zijian, et al.
Published: (2023)
by: Feng, Zijian, et al.
Published: (2023)
CHyLL: Learning Continuous Neural Representations of Hybrid Systems
by: Teng, Sangli, et al.
Published: (2025)
by: Teng, Sangli, et al.
Published: (2025)
An Overview of Low-Rank Structures in the Training and Adaptation of Large Models
by: Balzano, Laura, et al.
Published: (2025)
by: Balzano, Laura, et al.
Published: (2025)
Convergence of the Stochastic Heavy Ball Method With Approximate Gradients and/or Block Updating
by: Tadipatri, Uday Kiran Reddy, et al.
Published: (2023)
by: Tadipatri, Uday Kiran Reddy, et al.
Published: (2023)
Steady-State Spread Bounds for Graph Diffusion via Laplacian Regularisation in Networked Systems
by: Rahimian, Ardavan
Published: (2025)
by: Rahimian, Ardavan
Published: (2025)
Learning Genetic Circuit Modules with Neural Networks: Full Version
by: Wang, Jichi, et al.
Published: (2025)
by: Wang, Jichi, et al.
Published: (2025)
Similar Items
-
A Convex Relaxation Approach to Generalization Analysis for Parallel Positively Homogeneous Networks
by: Tadipatri, Uday Kiran Reddy, et al.
Published: (2024) -
BLISS: Global Blind Identification of Linear Systems with Sparse Inputs
by: Poe, Kyle, et al.
Published: (2026) -
A Short Information-Theoretic Analysis of Linear Auto-Regressive Learning
by: Ziemann, Ingvar
Published: (2024) -
Invertibility of Discrete-Time Linear Systems with Sparse Inputs
by: Poe, Kyle, et al.
Published: (2024) -
Probabilistic Formulations for System Identification of Linear Dynamics with Bilinear Observation Models
by: Liu, Diyou, et al.
Published: (2025)