2711 search results - page 239 / 543 » Convergence of the Wake-Sleep Algorithm |
175
Voted
CDC
2010
IEEE
14 years 12 months ago
2010
IEEE
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...
132
Voted
CDC
2010
IEEE
14 years 12 months ago
2010
IEEE
We consider the problem of designing controllers for nonholonomic mobile robots converging to the source (minimum) of a field. In addition to the mobility constraints posed by the ...
143
Voted
CDC
2010
IEEE
14 years 12 months ago
2010
IEEE
This paper considers a real-time algorithm for performance optimization of switched-mode hybrid dynamical systems. The controlled parameter consists of the switching times between ...
134
Voted
CORR
2011
Springer
14 years 8 months ago
2011
Springer
We propose Shotgun, a parallel coordinate descent algorithm for minimizing L1regularized losses. Though coordinate descent seems inherently sequential, we prove convergence bounds...
156
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AAAI
2011
14 years 5 months ago
2011
In this paper we propose differential eligibility vectors (DEV) for temporal-difference (TD) learning, a new class of eligibility vectors designed to bring out the contribution of...