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CDC
2010
IEEE
160views Control Systems» more  CDC 2010»
14 years 4 months ago
Aggregation-based model reduction of a Hidden Markov Model
This paper is concerned with developing an information-theoretic framework to aggregate the state space of a Hidden Markov Model (HMM) on discrete state and observation spaces. The...
Kun Deng, Prashant G. Mehta, Sean P. Meyn
INFOCOM
2005
IEEE
15 years 3 months ago
Limiting path exploration in BGP
— Slow convergence in the Internet can be directly attributed to the “path exploration” phenomenon, inherent in all path vector protocols. The root cause for path exploration...
Jaideep Chandrashekar, Zhenhai Duan, Zhi-Li Zhang,...
CDC
2010
IEEE
107views Control Systems» more  CDC 2010»
14 years 4 months ago
Time-synchronization in mobile sensor networks from difference measurements
We examine distributed time-synchronization in mobile ad-hoc and sensor networks. The problem is to estimate the skews and offsets of clocks of all the nodes with respect to an arb...
Chenda Liao, Prabir Barooah
ICASSP
2011
IEEE
14 years 1 months ago
Fast adaptive variational sparse Bayesian learning with automatic relevance determination
In this work a new adaptive fast variational sparse Bayesian learning (V-SBL) algorithm is proposed that is a variational counterpart of the fast marginal likelihood maximization ...
Dmitriy Shutin, Thomas Buchgraber, Sanjeev R. Kulk...
CIRA
2007
IEEE
188views Robotics» more  CIRA 2007»
15 years 1 months ago
Facial Identity and Expression Recognition by using Active Appearance Model with Efficient Second Order Minimization and Neural
This paper proposes a technique for real-time recognition of facial Identity and expression which uses the active appearance model (AAM) with efficient second order minimization al...
Hyun-Chul Choi, Se-Young Oh