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» An empirical study into class testability
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ECCC
2007
124views more  ECCC 2007»
13 years 9 months ago
Testing Hereditary Properties of Non-Expanding Bounded-Degree Graphs
We study graph properties which are testable for bounded degree graphs in time independent of the input size. Our goal is to distinguish between graphs having a predetermined grap...
Artur Czumaj, Asaf Shapira, Christian Sohler
ICSM
2009
IEEE
14 years 4 months ago
Playing roles in design patterns: An empirical descriptive and analytic study
This work presents a descriptive and analytic study of classes playing zero, one, or two roles in six different design patterns (and combinations thereof). First, we answer three...
Foutse Khomh, Yann-Gaël Guéhéne...
COMPUTER
2006
84views more  COMPUTER 2006»
13 years 9 months ago
Testable, Reusable Units of Cognition
The educational content of a technical topic consists, ultimately, of elementary chunks of knowledge. Identifying and classifying such units -- Testable, Reusable Units of Cogniti...
Bertrand Meyer
COGSCI
2007
85views more  COGSCI 2007»
13 years 9 months ago
Semantic Boost on Episodic Associations: An Empirically-Based Computational Model
Words become associated following repeated co-occurrence episodes. This process might be further determined by the semantic characteristics of the words. The present study focused...
Yaron Silberman, Shlomo Bentin, Risto Miikkulainen
JMLR
2006
106views more  JMLR 2006»
13 years 9 months ago
Stability Properties of Empirical Risk Minimization over Donsker Classes
We study some stability properties of algorithms which minimize (or almost-minimize) empirical error over Donsker classes of functions. We show that, as the number n of samples gr...
Andrea Caponnetto, Alexander Rakhlin