Sciweavers

3607 search results - page 28 / 722
» Learning with structured sparsity
Sort
View
ICML
1996
IEEE
15 years 3 months ago
Representation Changes for Efficient Learning in Structural Domains
Jean-Daniel Zucker, Jean-Gabriel Ganascia
EWRL
2008
15 years 1 months ago
Exploiting Additive Structure in Factored MDPs for Reinforcement Learning
Thomas Degris, Olivier Sigaud, Pierre-Henri Wuille...
ICML
2001
IEEE
16 years 16 days ago
Coupled Clustering: a Method for Detecting Structural Correspondence
Zvika Marx, Ido Dagan, Joachim M. Buhmann
115
Voted
KDD
2008
ACM
140views Data Mining» more  KDD 2008»
16 years 4 days ago
On updates that constrain the features' connections during learning
In many multiclass learning scenarios, the number of classes is relatively large (thousands,...), or the space and time efficiency of the learning system can be crucial. We invest...
Omid Madani, Jian Huang 0002
IPMI
2011
Springer
14 years 3 months ago
Generalized Sparse Regularization with Application to fMRI Brain Decoding
Many current medical image analysis problems involve learning thousands or even millions of model parameters from extremely few samples. Employing sparse models provides an effecti...
Bernard Ng, Rafeef Abugharbieh