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ICML
2009
IEEE
16 years 21 days ago
A majorization-minimization algorithm for (multiple) hyperparameter learning
We present a general Bayesian framework for hyperparameter tuning in L2-regularized supervised learning models. Paradoxically, our algorithm works by first analytically integratin...
Chuan-Sheng Foo, Chuong B. Do, Andrew Y. Ng
WSDM
2010
ACM
215views Data Mining» more  WSDM 2010»
15 years 9 months ago
GeoFolk: Latent spatial semantics in Web 2.0 social media
We describe an approach for multi-modal characterization of social media by combining text features (e.g. tags as a prominent example of short, unstructured text labels) with spat...
Sergej Sizov
BTW
2007
Springer
106views Database» more  BTW 2007»
15 years 6 months ago
Context-Based Data Tailoring for Mobile Users
: Independent, heterogeneous, distributed, sometimes transient and mobile data sources produce an enormous amount of information that should be semantically integrated and filtere...
Letizia Tanca
ADBIS
2006
Springer
131views Database» more  ADBIS 2006»
15 years 5 months ago
Anatomy of a Data Stream Management System
Abstract. In this paper, we identify issues and present solutions developed – both theoretical and experimental – during the course of developing a data stream management syste...
Qingchun Jiang, Sharma Chakravarthy
WETICE
2005
IEEE
15 years 5 months ago
Application of Lightweight Formal Methods to Software Security
Formal specification and verification of security has proven a challenging task. There is no single method that has proven feasible. Instead, an integrated approach which combines...
David P. Gilliam, John D. Powell, Matt Bishop