No-Regret Prediction in Marginally Stable Systems

No-Regret Prediction in Marginally Stable Systems

6 February 2020

Papers citing "No-Regret Prediction in Marginally Stable Systems"

18 / 18 papers shown

Title
Sample Complexity of Kalman Filtering for Unknown Systems Anastasios Tsiamis Nikolai Matni George J. Pappas 75 53 0 27 Dec 2019
Introduction to Online Convex Optimization Elad Hazan OffRL 163 1,928 0 07 Sep 2019
Robust guarantees for learning an autoregressive filter Holden Lee Cyril Zhang 44 7 0 23 May 2019
Finite Sample Analysis of Stochastic System Identification Anastasios Tsiamis George J. Pappas 47 149 0 21 Mar 2019
Learning Linear Dynamical Systems with Semi-Parametric Least Squares Max Simchowitz Ross Boczar Benjamin Recht 37 115 0 02 Feb 2019
On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters Mark Kozdoba Jakub Mareˇcek T. Tchrakian Shie Mannor 33 31 0 16 Sep 2018
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
Spectral Filtering for General Linear Dynamical Systems Elad Hazan Holden Lee Karan Singh Cyril Zhang Yi Zhang 95 99 0 12 Feb 2018
Learning Linear Dynamical Systems via Spectral Filtering Elad Hazan Karan Singh Cyril Zhang 56 101 0 02 Nov 2017
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
Non-Asymptotic Analysis of Robust Control from Coarse-Grained Identification Stephen Tu Ross Boczar A. Packard Benjamin Recht 51 70 0 15 Jul 2017
Gradient Descent Learns Linear Dynamical Systems Moritz Hardt Tengyu Ma Benjamin Recht 105 239 0 16 Sep 2016
Volumetric Spanners: an Efficient Exploration Basis for Learning Elad Hazan Zohar Karnin Raghu Mehka 241 97 0 21 Dec 2013
Optimization, Learning, and Games with Predictable Sequences Alexander Rakhlin Karthik Sridharan 92 379 0 08 Nov 2013
Online Learning for Time Series Prediction Oren Anava Elad Hazan Shie Mannor Ohad Shamir AI4TS 62 148 0 27 Feb 2013
Online Learning with Predictable Sequences Alexander Rakhlin Karthik Sridharan 204 357 0 18 Aug 2012