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Performance Limits of Dictionary Learning for Sparse Coding
v1v2 (latest)

Performance Limits of Dictionary Learning for Sparse Coding

European Signal Processing Conference (EUSIPCO), 2014
17 February 2014
A. Jung
Yonina C. Eldar
N. Goertz
ArXiv (abs)PDFHTML

Papers citing "Performance Limits of Dictionary Learning for Sparse Coding"

9 / 9 papers shown
Measuring Progress in Dictionary Learning for Language Model
  Interpretability with Board Game Models
Measuring Progress in Dictionary Learning for Language Model Interpretability with Board Game Models
Adam Karvonen
Benjamin Wright
Can Rager
Rico Angell
Jannik Brinkmann
Logan Smith
C. M. Verdun
David Bau
Samuel Marks
386
52
0
31 Jul 2024
Generalization Error Bounds for Iterative Recovery Algorithms Unfolded
  as Neural Networks
Generalization Error Bounds for Iterative Recovery Algorithms Unfolded as Neural Networks
Ekkehard Schnoor
Arash Behboodi
Holger Rauhut
320
18
0
08 Dec 2021
Compressive Sensing and Neural Networks from a Statistical Learning
  Perspective
Compressive Sensing and Neural Networks from a Statistical Learning Perspective
Arash Behboodi
Holger Rauhut
Ekkehard Schnoor
542
23
0
29 Oct 2020
NOODL: Provable Online Dictionary Learning and Sparse Coding
NOODL: Provable Online Dictionary Learning and Sparse CodingInternational Conference on Learning Representations (ICLR), 2019
Sirisha Rambhatla
Xingguo Li
Jarvis Haupt
340
19
0
28 Feb 2019
Generalization Error in Deep Learning
Generalization Error in Deep Learning
Daniel Jakubovitz
Raja Giryes
M. Rodrigues
AI4CE
657
129
0
03 Aug 2018
On the Reconstruction Risk of Convolutional Sparse Dictionary Learning
On the Reconstruction Risk of Convolutional Sparse Dictionary Learning
Shashank Singh
Barnabás Póczós
Jian Ma
381
2
0
29 Aug 2017
Minimax Lower Bounds for Kronecker-Structured Dictionary Learning
Minimax Lower Bounds for Kronecker-Structured Dictionary Learning
Z. Shakeri
W. Bajwa
Anand D. Sarwate
225
18
0
17 May 2016
Convergence radius and sample complexity of ITKM algorithms for
  dictionary learning
Convergence radius and sample complexity of ITKM algorithms for dictionary learningApplied and Computational Harmonic Analysis (ACHA), 2015
Karin Schnass
495
40
0
24 Mar 2015
Sparse and spurious: dictionary learning with noise and outliers
Sparse and spurious: dictionary learning with noise and outliersIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2014
Rémi Gribonval
Rodolphe Jenatton
Francis R. Bach
554
100
0
19 Jul 2014
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