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» Kernels for Semi-Structured Data
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2002
IEEE
15 years 7 months ago
Kernel-Level Caching for Optimizing I/O by Exploiting Inter-Application Data Sharing
With applications becoming larger and the increasing load on high performance systems, it is important to tackle the I/O bottleneck problem from several angles. It is not only ess...
Murali Vilayannur, Mahmut T. Kandemir, Anand Sivas...
116
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NIPS
2008
15 years 4 months ago
Kernel Measures of Independence for non-iid Data
Many machine learning algorithms can be formulated in the framework of statistical independence such as the Hilbert Schmidt Independence Criterion. In this paper, we extend this c...
Xinhua Zhang, Le Song, Arthur Gretton, Alex J. Smo...
93
Voted
PSB
2004
15 years 3 months ago
Kernel-Based Data Fusion and Its Application to Protein Function Prediction in Yeast
Gert R. G. Lanckriet, Minghua Deng, Nello Cristian...
73
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BIOINFORMATICS
2008
80views more  BIOINFORMATICS 2008»
15 years 2 months ago
Sparse kernel methods for high-dimensional survival data
Ludger Evers, Claudia-Martina Messow