2258 search results - page 134 / 452 » Structured Sparsity in Structured Prediction |
167
click to vote
ICASSP
2011
IEEE
14 years 8 months ago
2011
IEEE
A collaborative framework for detecting the different sources in mixed signals is presented in this paper. The approach is based on CHiLasso, a convex collaborative hierarchical s...
166
click to vote
ILP
1999
Springer
15 years 8 months ago
1999
Springer
Most real-world data is heterogeneous and richly interconnected. Examples include the Web, hypertext, bibliometric data and social networks. In contrast, most statistical learning...
123
click to vote
NIPS
2007
15 years 6 months ago
2007
We present an efficient generalization of the sparse pseudo-input Gaussian process (SPGP) model developed by Snelson and Ghahramani [1], applying it to binary classification pro...
114
Voted
NIPS
2007
15 years 6 months ago
2007
Hierarchical penalization is a generic framework for incorporating prior information in the fitting of statistical models, when the explicative variables are organized in a hiera...
133
click to vote
FLAIRS
2004
15 years 6 months ago
2004
ABSURDIST II, an extension to ABSURDIST, is an algorithm using attributed graph matching to find translations between conceptual systems. It uses information about the internal st...