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» Learning Recursive Functions Refutably
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COLT
2001
Springer
15 years 4 months ago
On the Synthesis of Strategies Identifying Recursive Functions
A classical learning problem in Inductive Inference consists of identifying each function of a given class of recursive functions from a finite number of its output values. Unifor...
Sandra Zilles
ALT
1999
Springer
15 years 3 months ago
On the Uniform Learnability of Approximations to Non-Recursive Functions
Abstract. Blum and Blum (1975) showed that a class B of suitable recursive approximations to the halting problem is reliably EX-learnable. These investigations are carried on by sh...
Frank Stephan, Thomas Zeugmann
KBS
2006
92views more  KBS 2006»
14 years 11 months ago
Facilitating formal specification acquisition by using recursive functions on context-free languages
Although formal specification techniques are very useful in software development, the acquisition of formal specification is a difficult task. This paper presents the formal softw...
Haiming Chen, Yunmei Dong
COLT
2001
Springer
15 years 4 months ago
Robust Learning - Rich and Poor
A class C of recursive functions is called robustly learnable in the sense I (where I is any success criterion of learning) if not only C itself but even all transformed classes ...
John Case, Sanjay Jain, Frank Stephan, Rolf Wiehag...
CIE
2007
Springer
15 years 5 months ago
Input-Dependence in Function-Learning
In the standard model of inductive inference, a learner gets as input the graph of a function, and has to discover (in the limit) a program for the function. In this paper, we cons...
Sanjay Jain, Eric Martin, Frank Stephan