linear time-invariant system

Subgradient Method for System Identification with Non-Smooth Objectives L4DC 2026 HOPE for a Robust Parameterization of Long-memory State Space Models ICLR 2025 Learning to Stabilize Unknown LTI Systems on a Single Trajectory under Stochastic Noise UAI 2025 Physics-informed Gaussian Processes as Linear Model Predictive Controller L4DC 2025 The behavioral toolbox L4DC 2024 A Neural State-Space Modeling Approach to Efficient Speech Separation Interspeech 2023 Learning-Enabled Robust Control with Noisy Measurements L4DC 2022 On the Sample Complexity of Stabilizing LTI Systems on a Single Trajectory NeurIPS 2022 A New Objective for Identification of Partially Observed Linear Time-Invariant Dynamical Systems from Input-Output Data L4DC 2021 Control of Unknown (Linear) Systems with Receding Horizon Learning L4DC 2021 Data-Driven Reachability Analysis Using Matrix Zonotopes L4DC 2021 Data-Driven System Level Synthesis L4DC 2021 Stability and Identification of Random Asynchronous Linear Time-Invariant Systems L4DC 2021 Sample Complexity of Kalman Filtering for Unknown Systems L4DC 2020