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

Improved rates for prediction and identification of partially observed linear dynamical systems ALT 2022
Adversarial Tracking Control via Strongly Adaptive Online Learning with Memory AISTATS 2022
Regret-optimal measurement-feedback control L4DC 2021
Learning Partially Observed Linear Dynamical Systems from Logarithmic Number of Samples L4DC 2021
Suboptimal coverings for continuous spaces of control tasks L4DC 2021
Task-Optimal Exploration in Linear Dynamical Systems ICML 2021
When is particle filtering efficient for planning in partially observed linear dynamical systems? UAI 2021
Learning from Censored and Dependent Data: The case of Linear Dynamics COLT 2021
Graph Gamma Process Linear Dynamical Systems AISTATS 2021
Fairness in Forecasting and Learning Linear Dynamical Systems AAAI 2021
Reverse engineering recurrent neural networks with Jacobian switching linear dynamical systems NIPS 2021
Rebounding Bandits for Modeling Satiation Effects NIPS 2021
Black-Box Control for Linear Dynamical Systems COLT 2021
Making Non-Stochastic Control (Almost) as Easy as Stochastic NIPS 2020
Memory-Efficient Learning of Stable Linear Dynamical Systems for Prediction and Control NIPS 2020
Active Learning for Identification of Linear Dynamical Systems COLT 2020
Geometric Exploration for Online Control NIPS 2020
Structured Variational Inference in Partially Observable Unstable Gaussian Process State Space Models L4DC 2020
Robust guarantees for learning an autoregressive filter ALT 2020
Linear Dynamics: Clustering without identification AISTATS 2020
Improper Learning for Non-Stochastic Control COLT 2020
No-Regret Prediction in Marginally Stable Systems COLT 2020
The Nonstochastic Control Problem ALT 2020
Non-Stochastic Control with Bandit Feedback NIPS 2020
SLIP: Learning to predict in unknown dynamical systems with long-term memory NIPS 2020