559 search results - page 38 / 112 » Dependency Inference |
ICML
2009
IEEE
14 years 9 months ago
2009
IEEE
Recent approaches to learning structured predictors often require approximate inference for tractability; yet its effects on the learned model are unclear. Meanwhile, most learnin...
ICASSP
2011
IEEE
13 years 15 days ago
2011
IEEE
The power of sparse signal coding with learned overcomplete dictionaries has been demonstrated in a variety of applications and fields, from signal processing to statistical infe...
ICML
2005
IEEE
14 years 9 months ago
2005
IEEE
Chord progressions are the building blocks from which tonal music is constructed. Inferring chord progressions is thus an essential step towards modeling long term dependencies in...
COLT
1999
Springer
14 years 1 months ago
1999
Springer
We present a unified framework for reasoning about worst-case regret bounds for learning algorithms. This framework is based on the theory of duality of convex functions. It brin...
JACM
2007
13 years 8 months ago
2007
We propose a calculus of local equations over one-way measurement patterns [1], which preserves interpretations, and allows the rewriting of any pattern to a standard form where e...