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» Convergence of the Wake-Sleep Algorithm
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81
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INFOCOM
2003
IEEE
15 years 3 months ago
On-line Tuning of Prices for Network Services
— Recent investigations into the pricing of multiclass loss networks have shown that static prices are optimal in the asymptotic regime of many small sources. These results sugge...
Enrique Campos-Náñez, Stephen D. Pat...
84
Voted
INFOCOM
2003
IEEE
15 years 3 months ago
On Multicast Trees: Structure and Size Estimation
Abstract— This work presents a thorough investigation of the structure of multicast trees cut from the Internet and power-law topologies. Based on both generated topologies and r...
Danny Dolev, Osnat Mokryn, Yuval Shavitt
61
Voted
ECML
2003
Springer
15 years 3 months ago
Self-evaluated Learning Agent in Multiple State Games
Abstract. Most of multi-agent reinforcement learning algorithms aim to converge to a Nash equilibrium, but a Nash equilibrium does not necessarily mean a desirable result. On the o...
Koichi Moriyama, Masayuki Numao
93
Voted
GECCO
2003
Springer
153views Optimization» more  GECCO 2003»
15 years 3 months ago
SEPA: Structure Evolution and Parameter Adaptation in Feed-Forward Neural Networks
Abstract. In developing algorithms that dynamically changes the structure and weights of ANN (Artificial Neural Networks), there must be a proper balance between network complexit...
Paulito P. Palmes, Taichi Hayasaka, Shiro Usui
88
Voted
HYBRID
2003
Springer
15 years 3 months ago
Reachability Analysis of Nonlinear Systems Using Conservative Approximation
Abstract. In this paper we present an approach to approximate reachability computation for nonlinear continuous systems. Rather than studying a complex nonlinear system ˙x = g(x),...
Eugene Asarin, Thao Dang, Antoine Girard