Convergence radius and sample complexity of ITKM algorithms for dictionary learning

24 March 2015

Papers citing "Convergence radius and sample complexity of ITKM algorithms for dictionary learning"

17 / 17 papers shown

Title
The Star Geometry of Critic-Based Regularizer Learning Oscar Leong Eliza O'Reilly Yong Sheng Soh AAML 42 0 0 29 Aug 2024
Convergence of alternating minimisation algorithms for dictionary learning Simon Ruetz Karin Schnass 18 0 0 04 Apr 2023
Optimal Regularization for a Data Source Oscar Leong Eliza O'Reilly Yong Sheng Soh V. Chandrasekaran 25 4 0 27 Dec 2022
Simple Alternating Minimization Provably Solves Complete Dictionary Learning Geyu Liang G. Zhang S. Fattahi Richard Y. Zhang 15 5 0 23 Oct 2022
Group Invariant Dictionary Learning Yong Sheng Soh 11 8 0 15 Jul 2020
Unsupervised Adaptive Neural Network Regularization for Accelerated Radial Cine MRI A. Kofler M. Dewey T. Schaeffter C. Kolbitsch Markus Haltmeier 11 0 0 10 Feb 2020
Neural Networks-based Regularization for Large-Scale Medical Image Reconstruction A. Kofler Markus Haltmeier T. Schaeffter M. Kachelriess M. Dewey Christian Wald C. Kolbitsch 21 1 0 19 Dec 2019
Dictionary Learning with BLOTLESS Update Qi Yu Wei Dai Zoran Cvetkovic Jubo Zhu 16 6 0 24 Jun 2019
Spatio-Temporal Deep Learning-Based Undersampling Artefact Reduction for 2D Radial Cine MRI with Limited Data A. Kofler M. Dewey T. Schaeffter Christian Wald C. Kolbitsch 3DPC 24 74 0 01 Apr 2019
Generalization Error in Deep Learning Daniel Jakubovitz Raja Giryes M. Rodrigues AI4CE 16 109 0 03 Aug 2018
Analysis of Fast Structured Dictionary Learning S. Ravishankar A. Ma Deanna Needell 21 11 0 31 May 2018
Compressed Dictionary Learning Karin Schnass Flávio C. A. Teixeira 8 5 0 02 May 2018
Dictionary learning -- from local towards global and adaptive Marie Christine Pali Karin Schnass CLL 14 5 0 19 Apr 2018
Online and Stable Learning of Analysis Operators Michael Sandbichler Karin Schnass 36 0 0 01 Apr 2017
Dictionary Learning from Incomplete Data Valeriya Naumova Karin Schnass 15 11 0 13 Jan 2017
Learning Semidefinite Regularizers Yong Sheng Soh V. Chandrasekaran 24 6 0 05 Jan 2017
Complete Dictionary Recovery over the Sphere I: Overview and the Geometric Picture Ju Sun Qing Qu John N. Wright 21 157 0 11 Nov 2015