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JMLR
2010
125views more  JMLR 2010»
15 years 1 months ago
Stochastic Complexity and Generalization Error of a Restricted Boltzmann Machine in Bayesian Estimation
In this paper, we consider the asymptotic form of the generalization error for the restricted Boltzmann machine in Bayesian estimation. It has been shown that obtaining the maximu...
Miki Aoyagi
EOR
2006
72views more  EOR 2006»
15 years 6 months ago
Experimental tour-based travel demand models
CT In this paper some experimental sequential models for the simulation of trip-chains are presented; the models have been calibrated on the base of a survey made in a medium-sized...
Demetrio C. Festa, Daniela Condino, Gabriella Mazz...
AI
2007
Springer
15 years 7 months ago
Anyone but him: The complexity of precluding an alternative
Preference aggregation in a multiagent setting is a central issue in both human and computer contexts. In this paper, we study in terms of complexity the vulnerability of preferen...
Edith Hemaspaandra, Lane A. Hemaspaandra, Jör...
DAC
2004
ACM
16 years 7 days ago
Extending the transaction level modeling approach for fast communication architecture exploration
System-on-Chip (SoC) designs are increasingly becoming more complex. Efficient on-chip communication architectures are critical for achieving desired performance in these systems....
Sudeep Pasricha, Nikil D. Dutt, Mohamed Ben-Romdha...
PRICAI
2000
Springer
15 years 10 months ago
Trading Off Granularity against Complexity
The automated prediction of a user's interests and requirements is an area of interest to the Artificial Intelligence community. However, current predictive statistical approa...
Ingrid Zukerman, David W. Albrecht, Ann E. Nichols...