Sciweavers

588 search results - page 57 / 118
» Differentiable Sparse Coding
Sort
View
ISCAS
2006
IEEE
117views Hardware» more  ISCAS 2006»
14 years 5 months ago
Embedded image coding using quincunx directional filter bank
— An image coding system based on combination of a multiresolution directional decomposition and a morphological dilation algorithm is proposed in this paper. The multiscale fil...
Yilong Liu, Truong T. Nguyen, Soontorn Oraintara
JMLR
2011
192views more  JMLR 2011»
13 years 5 months ago
Minimum Description Length Penalization for Group and Multi-Task Sparse Learning
We propose a framework MIC (Multiple Inclusion Criterion) for learning sparse models based on the information theoretic Minimum Description Length (MDL) principle. MIC provides an...
Paramveer S. Dhillon, Dean P. Foster, Lyle H. Unga...
ICPR
2008
IEEE
15 years 3 days ago
Separability of ternary Error-Correcting Output Codes
Error Correcting Output Codes (ECOC) represent a successful framework to deal with multi-class categorization problems based on combining binary classifiers. In this paper, we pre...
Oriol Pujol, Petia Radeva, Sergio Escalera
NIPS
2001
14 years 9 days ago
Information-Geometrical Significance of Sparsity in Gallager Codes
We report a result of perturbation analysis on decoding error of the belief propagation decoder for Gallager codes. The analysis is based on information geometry, and it shows tha...
Toshiyuki Tanaka, Shiro Ikeda, Shun-ichi Amari
CORR
2007
Springer
110views Education» more  CORR 2007»
13 years 11 months ago
A Training based Distributed Non-Coherent Space-Time Coding Strategy
— In this paper, differential unitary space-time coding and non-coherent space-time coding for the training based approach of Kim and Tarokh are addressed. For this approach, nec...
G. Susinder Rajan, B. Sundar Rajan