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» Can Machines Learn Logics
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COLT
1995
Springer
15 years 4 months ago
Being Taught can be Faster than Asking Questions
Ronald L. Rivest, Yiqun Lisa Yin
ALT
2004
Springer
15 years 9 months ago
Probabilistic Inductive Logic Programming
Probabilistic inductive logic programming, sometimes also called statistical relational learning, addresses one of the central questions of artificial intelligence: the integratio...
Luc De Raedt, Kristian Kersting
89
Voted
ICML
1997
IEEE
16 years 1 months ago
Why Experimentation can be better than "Perfect Guidance"
Tobias Scheffer, Russell Greiner, Christian Darken
CORR
2011
Springer
199views Education» more  CORR 2011»
14 years 7 months ago
From Machine Learning to Machine Reasoning
A plausible definition of "reasoning" could be "algebraically manipulating previously acquired knowledge in order to answer a new question". This definition co...
Léon Bottou
107
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WFLP
2000
Springer
148views Algorithms» more  WFLP 2000»
15 years 4 months ago
The Use of Functional and Logic Languages in Machine Learning
Abstract. Traditionally, machine learning algorithms such as decision tree learners have employed attribute-value representations. From the early 80's on people have started t...
Peter A. Flach