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» Function factorization using warped Gaussian processes
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JMLR
2012
13 years 1 months ago
Random Search for Hyper-Parameter Optimization
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
James Bergstra, Yoshua Bengio
DATAMINE
2000
115views more  DATAMINE 2000»
14 years 11 months ago
Integrating Association Rule Mining with Relational Database Systems: Alternatives and Implications
Data mining on large data warehouses is becoming increasingly important. In support of this trend, we consider a spectrum of architectural alternatives for coupling mining with da...
Sunita Sarawagi, Shiby Thomas, Rakesh Agrawal
JAMIA
2010
115views more  JAMIA 2010»
14 years 5 months ago
The population health record: concepts, definition, design, and implementation
In 1997, the American Medical Informatics Association proposed a US information strategy that included a population health record (PopHR). Despite subsequent progress on the conce...
Daniel J. Friedman, R. Gibson Parrish II
WABI
2009
Springer
124views Bioinformatics» more  WABI 2009»
15 years 5 months ago
Mimosa: Mixture Model of Co-expression to Detect Modulators of Regulatory Interaction
Background: Functionally related genes tend to be correlated in their expression patterns across multiple conditions and/or tissue-types. Thus co-expression networks are often use...
Matthew Hansen, Logan Everett, Larry Singh, Sridha...
PERVASIVE
2005
Springer
15 years 4 months ago
Analysis of Built-in Mobile Phone Sensors for Supporting Interactions with the Real World
There is currently a lot of research going on in the field of mobile interaction with the real world. So far, the environment where the mobile phone is used is mainly perceived as...
Karin Leichtenstern, Alexander De Luca, Enrico Ruk...