 A New Approach to Learning Linear Dynamical SystemsSymposium on the Theory of Computing (STOC), 2023 |
 Statistical Learning Theory for Control: A Finite Sample PerspectiveIEEE Control Systems (IEEE Control Syst. Mag.), 2022 |
 Linear Systems can be Hard to LearnIEEE Conference on Decision and Control (CDC), 2021 Anastasios Tsiamis George J. Pappas |
 Streaming Linear System Identification with Reverse Experience ReplayNeural Information Processing Systems (NeurIPS), 2021 |
 Improved rates for prediction and identification of partially observed
linear dynamical systemsInternational Conference on Algorithmic Learning Theory (ALT), 2020 |
 Online Learning of the Kalman Filter with Logarithmic RegretIEEE Transactions on Automatic Control (TAC), 2020 Anastasios Tsiamis George Pappas |
