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ICANN
2010
Springer
15 years 7 months ago
Empirical Analysis of the Divergence of Gibbs Sampling Based Learning Algorithms for Restricted Boltzmann Machines
Abstract. Learning algorithms relying on Gibbs sampling based stochastic approximations of the log-likelihood gradient have become a common way to train Restricted Boltzmann Machin...
Asja Fischer, Christian Igel
ICML
2010
IEEE
15 years 7 months ago
Transfer Learning for Collective Link Prediction in Multiple Heterogenous Domains
Link prediction is a key technique in many applications such as recommender systems, where potential links between users and items need to be predicted. A challenge in link predic...
Bin Cao, Nathan Nan Liu, Qiang Yang
HASE
2008
IEEE
15 years 7 months ago
HyperMIP: Hypervisor Controlled Mobile IP for Virtual Machine Live Migration across Networks
Live migration provides transparent load-balancing and fault-tolerant mechanism for applications. When a Virtual Machine migrates among hosts residing in two networks, the network...
Qin Li, Jinpeng Huai, Jianxin Li, Tianyu Wo, Minxi...
SIGCOMM
2010
ACM
15 years 6 months ago
Twittering by cuckoo: decentralized and socio-aware online microblogging services
Online microblogging services, as exemplified by Twitter, have become immensely popular during the latest years. However, current microblogging systems severely suffer from perfor...
Tianyin Xu, Yang Chen, Xiaoming Fu, Pan Hui
HAPTICS
2008
IEEE
15 years 6 months ago
Efficient Transport Protocol for Networked Haptics Applications
The performance of haptic application is highly sensitive to communication delays and losses of data. It implies several constraints in developing networked haptic applications. Th...
Raul Wirz, Manuel Ferre, Raúl Marín,...