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» A Useful Undecidable Theory
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86
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ICML
2006
IEEE
16 years 1 months ago
On a theory of learning with similarity functions
Kernel functions have become an extremely popular tool in machine learning, with an attractive theory as well. This theory views a kernel as implicitly mapping data points into a ...
Maria-Florina Balcan, Avrim Blum
86
Voted
AISC
2004
Springer
15 years 6 months ago
Algorithm-Supported Mathematical Theory Exploration: A Personal View and Strategy
Abstract. We present a personal view and strategy for algorithm-supported mathematical theory exploration and draw some conclusions for the desirable functionality of future mathem...
Bruno Buchberger
ROBOCUP
2004
Springer
133views Robotics» more  ROBOCUP 2004»
15 years 6 months ago
Towards a League-Independent Qualitative Soccer Theory for RoboCup
The paper discusses a top-down approach to model soccer knowledge, as it can be found in soccer theory books. The goal is to model soccer strategies and tactics in a way that they ...
Frank Dylla, Alexander Ferrein, Gerhard Lakemeyer,...
129
Voted
CSCLP
2008
Springer
15 years 2 months ago
An Efficient Decision Procedure for Functional Decomposable Theories Based on Dual Constraints
Abstract. Over the last decade, first-order constraints have been efficiently used in the artificial intelligence world to model many kinds of complex problems such as: scheduling,...
Khalil Djelloul
73
Voted
CHI
2003
ACM
16 years 1 months ago
Post-cognitivist HCI: second-wave theories
Historically, the dominant paradigm in HCI, when it appeared as a field in early 80s, was information processing ("cognitivist") psychology. In recent decades, as the fo...
Bonnie A. Nardi, Edwin Hutchins, James D. Hollan, ...