Sciweavers

862 search results - page 60 / 173
» Regularized Learning with Networks of Features
Sort
View
JMLR
2010
134views more  JMLR 2010»
14 years 10 months ago
Using Contextual Representations to Efficiently Learn Context-Free Languages
We present a polynomial update time algorithm for the inductive inference of a large class of context-free languages using the paradigm of positive data and a membership oracle. W...
Alexander Clark, Rémi Eyraud, Amaury Habrar...
ICPR
2006
IEEE
16 years 4 months ago
Rotation-Invariant Neoperceptron
Approaches based on local features and descriptors are increasingly used for the task of object recognition due to their robustness with regard to occlusions and geometrical defor...
Beat Fasel, Daniel Gatica-Perez
BIBE
2008
IEEE
102views Bioinformatics» more  BIBE 2008»
15 years 9 months ago
Motifs in regulatory networks and their structural robustness
: If we consider the regulatory networks used in systems biology (especially in neural and genetic networks), we observe certain regularities in their architecture, namely the occu...
Adrien Elena, Hedi Ben Amor, N. Glade, Jacques Dem...
ICML
2010
IEEE
15 years 4 months ago
3D Convolutional Neural Networks for Human Action Recognition
We consider the fully automated recognition of actions in uncontrolled environment. Most existing work relies on domain knowledge to construct complex handcrafted features from in...
Shuiwang Ji, Wei Xu, Ming Yang, Kai Yu
CORR
2011
Springer
261views Education» more  CORR 2011»
14 years 10 months ago
Convex and Network Flow Optimization for Structured Sparsity
We consider a class of learning problems regularized by a structured sparsity-inducing norm defined as the sum of 2- or ∞-norms over groups of variables. Whereas much effort ha...
Julien Mairal, Rodolphe Jenatton, Guillaume Obozin...