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» A Multi-Resolution Relational Data Model
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BMEI
2008
IEEE
15 years 9 months ago
Using Phylogenetic Relationships to Improve the Inference of Transcriptional Regulatory Networks
Inferring transcriptional regulatory networks from geneexpression data remains a challenging problem, in part because of the noisy nature of the data and the lack of strong networ...
Xiuwei Zhang, Maryam Zaheri, Bernard M. E. Moret
ICTCS
2007
Springer
15 years 9 months ago
Analyzing Non-Interference with respect to Classes
The information flow property of Non-Interference was recently relaxed into Abstract NonInterference (ANI), a weakened version where attackers can only observe properties of data,...
Damiano Zanardini
AAAI
2008
15 years 5 months ago
Transfer Learning via Dimensionality Reduction
Transfer learning addresses the problem of how to utilize plenty of labeled data in a source domain to solve related but different problems in a target domain, even when the train...
Sinno Jialin Pan, James T. Kwok, Qiang Yang
123
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ICML
2008
IEEE
16 years 4 months ago
An asymptotic analysis of generative, discriminative, and pseudolikelihood estimators
Statistical and computational concerns have motivated parameter estimators based on various forms of likelihood, e.g., joint, conditional, and pseudolikelihood. In this paper, we ...
Percy Liang, Michael I. Jordan
IWINAC
2009
Springer
15 years 9 months ago
Eye-Hand Coordination for Reaching in Dorsal Stream Area V6A: Computational Lessons
Data related to the coordination and modulation between visual information, gaze direction and arm reaching movements in primates are analyzed from a computational point of view. T...
Eris Chinellato, Beata Grzyb, Nicoletta Marzocchi,...