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» An Information-Based Theory of Conditionals

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BMCBI
2008

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Novel implementation of conditional co-regulation by graph theory to derive co-expressed genes from microarray data

13 years 7 months ago

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Background: Most existing transcriptional databases like Comprehensive Systems-Biology Database (CSB.DB) and Arabidopsis Microarray Database and Analysis Toolbox (GENEVESTIGATOR) ...

Arun Rawat, Georg J. Seifert, Youping Deng

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CORR
2010
Springer

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Asymptotic Learning Curve and Renormalizable Condition in Statistical Learning Theory

13 years 7 months ago

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Bayes statistics and statistical physics have the common mathematical structure, where the log likelihood function corresponds to the random Hamiltonian. Recently, it was discovere...

Sumio Watanabe

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NIPS
2008

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One sketch for all: Theory and Application of Conditional Random Sampling

13 years 9 months ago

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Conditional Random Sampling (CRS) was originally proposed for efficiently computing pairwise (l2, l1) distances, in static, large-scale, and sparse data. This study modifies the o...

Ping Li, Kenneth Ward Church, Trevor Hastie

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COGSCI
2010

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Two Causal Theories of Counterfactual Conditionals

13 years 7 months ago

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Lance J. Rips

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