Sample Complexity Lower Bounds for Linear System Identification

25 March 2019

Papers citing "Sample Complexity Lower Bounds for Linear System Identification"

6 / 6 papers shown

Title
Non-asymptotic Identification of LTI Systems from a Single Trajectory Samet Oymak N. Ozay 54 224 0 14 Jun 2018
Learning Without Mixing: Towards A Sharp Analysis of Linear System Identification Max Simchowitz Horia Mania Stephen Tu Michael I. Jordan Benjamin Recht 56 340 0 22 Feb 2018
Finite Time Identification in Unstable Linear Systems Mohamad Kazem Shirani Faradonbeh Ambuj Tewari George Michailidis 59 146 0 05 Oct 2017
On the Sample Complexity of the Linear Quadratic Regulator Sarah Dean Horia Mania Nikolai Matni Benjamin Recht Stephen Tu 63 575 0 04 Oct 2017
Explore First, Exploit Next: The True Shape of Regret in Bandit Problems Aurélien Garivier Pierre Ménard Gilles Stoltz 46 213 0 23 Feb 2016
Learning without Concentration S. Mendelson 212 333 0 01 Jan 2014