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NIPS
1998
15 years 6 months ago
Global Optimisation of Neural Network Models via Sequential Sampling
We propose a novel strategy for training neural networks using sequential Monte Carlo algorithms. This global optimisation strategy allows us to learn the probability distribution...
João F. G. de Freitas, Mahesan Niranjan, Ar...
DIALM
2005
ACM
203views Algorithms» more  DIALM 2005»
15 years 7 months ago
Topological hole detection in wireless sensor networks and its applications
The identification of holes in a wireless sensor network is of primary interest since the breakdown of sensor nodes in a larger area often indicates one of the special events to ...
Stefan Funke
IPPS
2007
IEEE
15 years 11 months ago
Spinneret: A Log Random Substrate for P2P Networks
Until now, structured and unstructured networks have been considered in absentia of each other. We believe that next-generation P2P services will require both structured and unstr...
Jeff Rose, Cyrus P. Hall, Antonio Carzaniga
SEMWEB
2005
Springer
15 years 10 months ago
Semantically Rich Recommendations in Social Networks for Sharing, Exchanging and Ranking Semantic Context
Recommender algorithms have been quite successfully employed in a variety of scenarios from filtering applications to recommendations of movies and books at Amazon.com. However, a...
Stefania Ghita, Wolfgang Nejdl, Raluca Paiu
SAC
2009
ACM
15 years 9 months ago
Autonomous networked robots for the establishment of wireless communication in uncertain emergency response scenarios
During a disaster, emergency response operations can benefit from the establishment of a wireless ad hoc network. We propose the use of autonomous robots that move inside a disas...
Stelios Timotheou, Georgios Loukas