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PODS
2012
ACM
240views Database» more  PODS 2012»
11 years 7 months ago
Approximate computation and implicit regularization for very large-scale data analysis
Database theory and database practice are typically the domain of computer scientists who adopt what may be termed an algorithmic perspective on their data. This perspective is ve...
Michael W. Mahoney
HICSS
2005
IEEE
143views Biometrics» more  HICSS 2005»
13 years 10 months ago
Strategic Versus Tactical Design
Abstract. We seek to distinguish Strategic design decisions (e.g., to adopt a programming paradigm, architectural style, CBSE standard or application framework) from tactical desig...
Amnon H. Eden
ICML
2005
IEEE
14 years 5 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...