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JMLR
2006
105views more  JMLR 2006»
13 years 9 months ago
Linear State-Space Models for Blind Source Separation
We apply a type of generative modelling to the problem of blind source separation in which prior knowledge about the latent source signals, such as time-varying auto-correlation a...
Rasmus Kongsgaard Olsson, Lars Kai Hansen
JUCS
2010
129views more  JUCS 2010»
13 years 8 months ago
Orthogonal Concatenation: Language Equations and State Complexity
: A language L is the orthogonal concatenation of languages L1 and L2 if every word of L can be written in a unique way as a concatenation of a word in L1 and a word in L2. The not...
Mark Daley, Michael Domaratzki, Kai Salomaa
PR
2007
126views more  PR 2007»
13 years 9 months ago
The multiresolution gradient vector field skeleton
Many algorithms suppress skeleton associated with boundary perturbation by preventing their formation or by costly branch pruning. This work proposes a novel concept of structural...
Wooi-Boon Goh, Kai-Yun Chan
FUIN
2007
133views more  FUIN 2007»
13 years 9 months ago
Intercode Regular Languages
Intercodes are a generalization of comma-free codes. Using the structural properties of finite-state automata recognizing an intercode we develop a polynomial-time algorithm for d...
Yo-Sub Han, Kai Salomaa, Derick Wood
JMLR
2010
128views more  JMLR 2010»
13 years 8 months ago
Iterative Scaling and Coordinate Descent Methods for Maximum Entropy Models
Maximum entropy (Maxent) is useful in natural language processing and many other areas. Iterative scaling (IS) methods are one of the most popular approaches to solve Maxent. With...
Fang-Lan Huang, Cho-Jui Hsieh, Kai-Wei Chang, Chih...