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COLT
1995
Springer
13 years 8 months ago
Being Taught can be Faster than Asking Questions
Ronald L. Rivest, Yiqun Lisa Yin
ALT
2004
Springer
14 years 1 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
ICML
1997
IEEE
14 years 5 months ago
Why Experimentation can be better than "Perfect Guidance"
Tobias Scheffer, Russell Greiner, Christian Darken
CORR
2011
Springer
199views Education» more  CORR 2011»
12 years 12 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
WFLP
2000
Springer
148views Algorithms» more  WFLP 2000»
13 years 8 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