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» On the complexity of communication complexity
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CCIA
2008
Springer
15 years 8 months ago
On the Dimensions of Data Complexity through Synthetic Data Sets
Abstract. This paper deals with the characterization of data complexity and the relationship with the classification accuracy. We study three dimensions of data complexity: the len...
Núria Macià, Ester Bernadó-Ma...
NIPS
2008
15 years 8 months ago
Rademacher Complexity Bounds for Non-I.I.D. Processes
This paper presents the first Rademacher complexity-based error bounds for noni.i.d. settings, a generalization of similar existing bounds derived for the i.i.d. case. Our bounds ...
Mehryar Mohri, Afshin Rostamizadeh
DAGSTUHL
2006
15 years 8 months ago
The complexity of Boolean functions from cryptographic viewpoint
Cryptographic Boolean functions must be complex to satisfy Shannon's principle of confusion. But the cryptographic viewpoint on complexity is not the same as in circuit compl...
Claude Carlet
DAGSTUHL
2006
15 years 8 months ago
Application of Kolmogorov complexity and universal codes to identity testing and nonparametric testing of serial independence fo
We show that Kolmogorov complexity and such its estimators as universal codes (or data compression methods) can be applied for hypothesis testing in a framework of classical mathe...
Boris Ryabko, Jaakko Astola, Alexander Gammerman
ASWEC
2010
IEEE
15 years 6 months ago
Studying Software Evolution for Taming Software Complexity
—Reducing software complexity is key to reducing software maintenance costs. To discover complexity-reducing practices, in this paper we study the evolution of seven sizable open...
Steve D. Suh, Iulian Neamtiu