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» Modular Complexity Analysis via Relative Complexity
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ICCAD
2006
IEEE
152views Hardware» more  ICCAD 2006»
14 years 5 months ago
Performance-oriented statistical parameter reduction of parameterized systems via reduced rank regression
Process variations in modern VLSI technologies are growing in both magnitude and dimensionality. To assess performance variability, complex simulation and performance models param...
Zhuo Feng, Peng Li
PKDD
2009
Springer
184views Data Mining» more  PKDD 2009»
14 years 3 months ago
Learning Preferences with Hidden Common Cause Relations
Abstract. Gaussian processes have successfully been used to learn preferences among entities as they provide nonparametric Bayesian approaches for model selection and probabilistic...
Kristian Kersting, Zhao Xu
RECOMB
2006
Springer
14 years 9 months ago
Assessing Significance of Connectivity and Conservation in Protein Interaction Networks
Computational and comparative analysis of protein-protein interaction (PPI) networks enable understanding of the modular organization of the cell through identification of functio...
Mehmet Koyutürk, Ananth Grama, Wojciech Szpan...
ICSE
2012
IEEE-ACM
11 years 11 months ago
Performance debugging in the large via mining millions of stack traces
—Given limited resource and time before software release, development-site testing and debugging become more and more insufficient to ensure satisfactory software performance. As...
Shi Han, Yingnong Dang, Song Ge, Dongmei Zhang, Ta...
CORR
2011
Springer
147views Education» more  CORR 2011»
13 years 4 months ago
Symmetry of information and bounds on nonuniform randomness extraction via Kolmogorov extractors
We prove a strong Symmetry of Information relation for random strings (in the sense of Kolmogorov complexity) and establish tight bounds on the amount on nonuniformity that is nec...
Marius Zimand