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IJNS
2007
153views more  IJNS 2007»
15 years 11 days ago
Evolutionary Optimization of Sequence Kernels for Detection of bacterial gene Starts
Oligo kernels for biological sequence classification have a high discriminative power. A new parameterization for the K-mer oligo kernel is presented, where all oligomers of lengt...
Britta Mersch, Tobias Glasmachers, Peter Meinicke,...
CSE
2009
IEEE
15 years 1 months ago
Efficient Translation of Algorithmic Kernels on Large-Scale Multi-cores
In this paper we present the design of a novel embedded processor architecture (which we call a
Amit Pande, Joseph Zambreno
93
Voted
NIPS
2008
15 years 1 months ago
Characteristic Kernels on Groups and Semigroups
Embeddings of random variables in reproducing kernel Hilbert spaces (RKHSs) may be used to conduct statistical inference based on higher order moments. For sufficiently rich (char...
Kenji Fukumizu, Bharath K. Sriperumbudur, Arthur G...
CSREAESA
2010
14 years 10 months ago
Customizable and Predictable Synchronization in a Component-Based OS
Component-based operating systems enable embedded systems to adapt system policies, mechanisms, and abstractions to the specific workloads and contexts of each system. The scope o...
Gabriel Parmer, Jiguo Song
102
Voted
NIPS
2008
15 years 1 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...