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ICML
2010
IEEE
13 years 8 months ago
Learning Deep Boltzmann Machines using Adaptive MCMC
When modeling high-dimensional richly structured data, it is often the case that the distribution defined by the Deep Boltzmann Machine (DBM) has a rough energy landscape with man...
Ruslan Salakhutdinov
INFOCOM
2008
IEEE
14 years 2 months ago
Proxy Caching in Split TCP: Dynamics, Stability and Tail Asymptotics
Abstract—The split of a multihop, point to point TCP connection consists in replacing a plain, end-to-end TCP connection by a cascade of TCP connections. In such a cascade, conne...
François Baccelli, Giovanna Carofiglio, Ser...
DSN
2004
IEEE
13 years 11 months ago
On Failure Dependent Protection in Optical Grooming Networks
Resiliency to link failures in optical networks is becoming increasingly important due to the increasing data rate in the fiber. Path protection schemes attempt to guarantee a bac...
Srinivasan Ramasubramanian
CN
2006
75views more  CN 2006»
13 years 7 months ago
Dynamic online QoS routing schemes: Performance and bounds
Several dynamic QoS routing techniques have been recently proposed for new IP networks based on label forwarding. However, no extensive performance evaluation and comparison is av...
Antonio Capone, Luigi Fratta, Fabio Martignon
GECCO
2005
Springer
135views Optimization» more  GECCO 2005»
14 years 1 months ago
Dynamic optimization of migration topology in internet-based distributed genetic algorithms
Distributed Genetic Algorithms (DGAs) designed for the Internet have to take its high communication cost into consideration. For island model GAs, the migration topology has a maj...
Johan Berntsson, Maolin Tang