conftrace_

linear dynamical system

86 papers

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Also known as

LDS

Co-occurring keywords

regret bound (1926) system identification (99) optimal control (218) online control (22) convex optimization (1321) online learning (1777) dynamical system (398) kalman filter (80) time series (435) least square (101)

Papers

Online Control in Population Dynamics NIPS 2024
Probabilistic Decomposed Linear Dynamical Systems for Robust Discovery of Latent Neural Dynamics NIPS 2024
Sparse Graphical Linear Dynamical Systems JMLR 2024
Can a transformer represent a Kalman filter? L4DC 2024
Wasserstein distributionally robust regret-optimal control over infinite-horizon L4DC 2024
Performative Control for Linear Dynamical Systems NIPS 2024
Information Theoretically Optimal Sample Complexity of Learning Dynamical Directed Acyclic Graphs AISTATS 2024
Physics-enhanced Gaussian Process Variational Autoencoder L4DC 2023
Tensor Decompositions Meet Control Theory: Learning General Mixtures of Linear Dynamical Systems ICML 2023
Analysis and Detectability of Offline Data Poisoning Attacks on Linear Dynamical Systems L4DC 2023
Accelerated Stochastic Optimization Methods under Quasar-convexity ICML 2023
Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors NIPS 2023
Multi-Task Imitation Learning for Linear Dynamical Systems L4DC 2023
Online Reinforcement Learning in Stochastic Continuous-Time Systems COLT 2023
Best of Both Worlds in Online Control: Competitive Ratio and Policy Regret L4DC 2023
Improved rates for prediction and identification of partially observed linear dynamical systems ALT 2022
Learning Mixtures of Linear Dynamical Systems ICML 2022
Cause-effect inference through spectral independence in linear dynamical systems: theoretical foundations CLEAR 2022
Online Estimation and Control with Optimal Pathlength Regret L4DC 2022
An Algorithm for Learning Switched Linear Dynamics from Data NIPS 2022
Globally Convergent Policy Search for Output Estimation NIPS 2022
Time Varying Regression with Hidden Linear Dynamics L4DC 2022
Reinforcement Learning with Fast Stabilization in Linear Dynamical Systems AISTATS 2022
Adversarial Tracking Control via Strongly Adaptive Online Learning with Memory AISTATS 2022
Rate-Optimal Online Convex Optimization in Adaptive Linear Control NIPS 2022