1748 search results - page 105 / 350 » Acceleration of the EM algorithm |
249
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Book
"From an applications viewpoint, the main reason to study the subject of these notes is to help deal with the complexity of describing random, time-varying functions. A random...
111
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ICPR
2008
IEEE
15 years 9 months ago
2008
IEEE
We consider a regression problem where target values are given as intervals, and propose a statistical approach to it. Although it is hard to solve the optimization problem direct...
132
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ISMIR
2003
Springer
15 years 8 months ago
2003
Springer
For automatically transcribing human-performed polyphonic music recorded in the MIDI format, rhythm and tempo are decomposed through probabilistic modeling using Viterbi search in...
108
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NIPS
1994
15 years 4 months ago
1994
We introduce a recurrent architecture having a modular structure and we formulate a training procedure based on the EM algorithm. The resulting model has similarities to hidden Ma...
143
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PAMI
2008
15 years 3 months ago
2008
The Expectation Maximization (EM) algorithm is widely used for learning finite mixture models despite its greedy nature. Most popular model-based clustering techniques might yield...