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» On the semantics of informational independence
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ICML
2006
IEEE
16 years 7 months ago
Constructing informative priors using transfer learning
Many applications of supervised learning require good generalization from limited labeled data. In the Bayesian setting, we can try to achieve this goal by using an informative pr...
Rajat Raina, Andrew Y. Ng, Daphne Koller
ICC
2009
IEEE
164views Communications» more  ICC 2009»
16 years 1 months ago
Effects of Imperfect Channel State Information on Achievable Rates of Precoded Multi-User MIMO Broadcast Channels with Limited F
—We consider multi-user MIMO broadcast channels with limited feedback. A recently proposed linear precoding technique, regularized block diagonalization (RBD), is used to mitigat...
Bin Song, Martin Haardt
INFOCOM
2009
IEEE
16 years 1 months ago
Interference-Resilient Information Exchange
—This paper presents an efficient protocol to reliably exchange information in a single-hop radio network with unpredictable interference. The devices can access C communication...
Seth Gilbert, Rachid Guerraoui, Dariusz R. Kowalsk...
ICASSP
2008
IEEE
16 years 1 months ago
Mutual information based relevance network analysis: a Parkinson'S disease study
Monitoring the dynamics of networks in the brain is of central importance in normal and disease states. Current methods of detecting networks in the recorded EEG such as correlati...
Pamela Wen-Hsin Lee, Z. Jane Wang, Martin J. McKeo...
ICRA
2007
IEEE
122views Robotics» more  ICRA 2007»
16 years 1 months ago
Exploiting the Information at the Loop Closure in SLAM
— This paper presents two methods able to exploit the information at the loop closure in the SLAM problem. Both methods have three fundamental advantages. The first one is that ...
Agostino Martinelli, Roland Siegwart