Learning linear dynamical systems under convex constraints

27 March 2023

Papers citing "Learning linear dynamical systems under convex constraints"

11 / 11 papers shown

Title
Convex Regression in Multidimensions: Suboptimality of Least Squares Estimators Gil Kur Fuchang Gao Adityanand Guntuboyina B. Sen 26 14 0 03 Jun 2020
Learning Sparse Dynamical Systems from a Single Sample Trajectory Salar Fattahi Nikolai Matni Somayeh Sojoudi 63 43 0 20 Apr 2019
Nonparametric Shape-restricted Regression Adityanand Guntuboyina B. Sen 50 70 0 17 Sep 2017
The generalized Lasso with non-linear observations Y. Plan Roman Vershynin 182 199 0 13 Feb 2015
Convex recovery of a structured signal from independent random linear measurements J. Tropp 112 176 0 05 May 2014
A new perspective on least squares under convex constraint S. Chatterjee 102 117 0 04 Feb 2014
On risk bounds in isotonic and other shape restricted regression problems S. Chatterjee Adityanand Guntuboyina B. Sen 72 138 0 15 Nov 2013
Large Vector Auto Regressions Song Song Peter J. Bickel AI4TS 134 183 0 20 Jun 2011
The Convex Geometry of Linear Inverse Problems V. Chandrasekaran Benjamin Recht P. Parrilo A. Willsky 203 1,338 0 03 Dec 2010
Learning Networks of Stochastic Differential Equations José Bento M. Ibrahimi Andrea Montanari 118 73 0 01 Nov 2010
A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers S. Negahban Pradeep Ravikumar Martin J. Wainwright Bin Yu 467 1,378 0 13 Oct 2010