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SYNTHESE
2011
82views more  SYNTHESE 2011»
13 years 4 months ago
The philosophy of simulation: hot new issues or same old stew?
Computer simulations are an exciting tool that plays important roles in many scientific disciplines. This has attracted the attention of a number of philosophers of science. The m...
Roman Frigg, Julian Reiss
JCST
2010
189views more  JCST 2010»
13 years 4 months ago
Formally Analyzing Expected Time Complexity of Algorithms Using Theorem Proving
Probabilistic techniques are widely used in the analysis of algorithms to estimate the computational complexity of algorithms or a computational problem. Traditionally, such analys...
Osman Hasan, Sofiène Tahar
JMLR
2010
104views more  JMLR 2010»
13 years 4 months ago
Learnability, Stability and Uniform Convergence
The problem of characterizing learnability is the most basic question of statistical learning theory. A fundamental and long-standing answer, at least for the case of supervised c...
Shai Shalev-Shwartz, Ohad Shamir, Nathan Srebro, K...
TEC
2010
162views more  TEC 2010»
13 years 4 months ago
Computational Evolutionary Embryogeny
in HTML. Full version in PDF. 08i YOGEV, O., SHAPIRO, A. A., AND ANTONSSON, E. K. Computational Evolutionary Embryogeny. IEEE Transactions on Evolutionary Computation. Accepted for...
Or Yogev, Andrew A. Shapiro, Erik K. Antonsson
TSMC
2010
13 years 4 months ago
Contrasting Views of Complexity and Their Implications For Network-Centric Infrastructures
There exists a widely recognized need to better understand and manage complex "systems of systems," ranging from biology, ecology, and medicine to network-centric technol...
David L. Alderson, John C. Doyle