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» On numbers of Davenport-Schinzel sequences
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ICONIP
2008
15 years 3 months ago
Experimental Study of Ergodic Learning Curve in Hidden Markov Models
A number of learning machines used in information science are not regular, but rather singular, because they are non-identifiable and their Fisher information matrices are singula...
Masashi Matsumoto, Sumio Watanabe
NIPS
2001
15 years 3 months ago
The Infinite Hidden Markov Model
We show that it is possible to extend hidden Markov models to have a countably infinite number of hidden states. By using the theory of Dirichlet processes we can implicitly integ...
Matthew J. Beal, Zoubin Ghahramani, Carl Edward Ra...
AUTOMATICA
2008
118views more  AUTOMATICA 2008»
15 years 1 months ago
Optimally switched linear systems
In this paper we address the problem of optimal switching for switched linear systems. The uniqueness of our approach lies in describing the switching action by multiple control i...
Tuhin Das, Ranjan Mukherjee
DCC
2010
IEEE
15 years 1 months ago
A tight asymptotic bound on the size of constant-weight conflict-avoiding codes
In the study of multiple-access in the collision channel, conflict-avoiding code is used to guarantee that each transmitting user can send at least one packet successfully in the w...
Kenneth W. Shum, Wing Shing Wong
FTSIG
2008
102views more  FTSIG 2008»
15 years 1 months ago
Set Partition Coding: Part I of Set Partition Coding and Image Wavelet Coding Systems
The purpose of this two-part monograph is to present a tutorial on set partition coding, with emphasis and examples on image wavelet transform coding systems, and describe their u...
William A. Pearlman, Amir Said