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ICML
2010
IEEE
15 years 8 months ago
Particle Filtered MCMC-MLE with Connections to Contrastive Divergence
Learning undirected graphical models such as Markov random fields is an important machine learning task with applications in many domains. Since it is usually intractable to learn...
Arthur Asuncion, Qiang Liu, Alexander T. Ihler, Pa...
IAT
2008
IEEE
15 years 7 months ago
Planning with iFALCON: Towards A Neural-Network-Based BDI Agent Architecture
This paper presents iFALCON, a model of BDI (beliefdesire-intention) agents that is fully realized as a selforganizing neural network architecture. Based on multichannel network m...
Budhitama Subagdja, Ah-Hwee Tan
AES
2008
Springer
111views Cryptology» more  AES 2008»
15 years 7 months ago
Ambient vibration testing and structural evaluation of an historic suspension footbridge
The paper summarises the ambient vibration-based assessment of an historic suspension footbridge, dating back to 1928. The footbridge is characterised by the timber floor system s...
C. Gentile, N. Gallino
CORR
2010
Springer
175views Education» more  CORR 2010»
15 years 7 months ago
Incorporating Side Information in Probabilistic Matrix Factorization with Gaussian Processes
Probabilistic matrix factorization (PMF) is a powerful method for modeling data associated with pairwise relationships, finding use in collaborative filtering, computational biolo...
Ryan Prescott Adams, George E. Dahl, Iain Murray
CORR
2008
Springer
145views Education» more  CORR 2008»
15 years 7 months ago
Decentralized Overlay for Federation of Enterprise Clouds
This chapter describes Aneka-Federation, a decentralized and distributed system that combines enterprise Clouds, overlay networking, and structured peer-to-peer techniques to crea...
Rajiv Ranjan, Rajkumar Buyya