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» Online EM Algorithm for Latent Data Models
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85
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IJON
2008
101views more  IJON 2008»
14 years 10 months ago
Learning dynamics and robustness of vector quantization and neural gas
Various alternatives have been developed to improve the Winner-Takes-All (WTA) mechanism in vector quantization, including the Neural Gas (NG). However, the behavior of these algo...
Aree Witoelar, Michael Biehl, Anarta Ghosh, Barbar...
80
Voted
ICCV
2005
IEEE
15 years 3 months ago
KALMANSAC: Robust Filtering by Consensus
We propose an algorithm to perform causal inference of the state of a dynamical model when the measurements are corrupted by outliers. While the optimal (maximumlikelihood) soluti...
Andrea Vedaldi, Hailin Jin, Paolo Favaro, Stefano ...
MMB
2004
Springer
102views Communications» more  MMB 2004»
15 years 3 months ago
Improving the Timeliness of Rate Measurements
Rate measurements are required for many purposes, e.g. for system analysis and modelling or for live systems that react to measurements. For off-line measurement all data is avail...
Rüdiger Martin, Michael Menth
95
Voted
SRDS
2003
IEEE
15 years 3 months ago
Autonomous Replication for High Availability in Unstructured P2P Systems
We consider the problem of increasing the availability of shared data in peer-to-peer (P2P) systems so that users can access any content, regardless of the current subset of onlin...
Francisco Matias Cuenca-Acuna, Richard P. Martin, ...
WWW
2007
ACM
15 years 11 months ago
A novel collaborative filtering-based framework for personalized services in m-commerce
With the rapid growth of wireless technologies and handheld devices, m-commerce is becoming a promising research area. Personalization is especially important to the success of mc...
Qiudan Li, Chunheng Wang, Guanggang Geng, Ruwei Da...