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EUSFLAT
2009
173views Fuzzy Logic» more  EUSFLAT 2009»
13 years 3 months ago
Application of Zadeh's Impossibility Principle to Approximate Explanation
Abstract: We consider application of Zadeh's impossibility principle and extended logic FLe to approximate scientific explanation from the standpoint of the philosophy of scie...
Vesa A. Niskanen
ICML
2005
IEEE
14 years 6 months ago
Healing the relevance vector machine through augmentation
The Relevance Vector Machine (RVM) is a sparse approximate Bayesian kernel method. It provides full predictive distributions for test cases. However, the predictive uncertainties ...
Carl Edward Rasmussen, Joaquin Quiñonero Ca...
TCOM
2011
155views more  TCOM 2011»
13 years 13 days ago
Asymptotically Optimal Model Estimation for Quantization
—Using high-rate theory approximations we introduce flexible practical quantizers based on possibly non-Gaussian models in both the constrained resolution (CR) and the constrain...
Alexey Ozerov, W. Bastiaan Kleijn