321 search results - page 18 / 65 » A Review of Relational Machine Learning for Knowledge Graphs |
136
Voted
ALT
2007
Springer
16 years 14 days ago
2007
Springer
We consider the problem of learning and verifying hidden graphs and their properties given query access to the graphs. We analyze various queries (edge detection, edge counting, sh...
251
Voted
ALT
2011
Springer
14 years 3 months ago
2011
Springer
Deep architectures are families of functions corresponding to deep circuits. Deep Learning algorithms are based on parametrizing such circuits and tuning their parameters so as to ...
135
Voted
AAAI
1998
15 years 4 months ago
1998
The World Wide Web is a vast source of information accessible to computers, but understandable only to humans. The goal of the research described here is to automatically create a...
101
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ICML
2004
IEEE
16 years 4 months ago
2004
IEEE
We present a trainable sequential-inference technique for processes with large state and observation spaces and relational structure. Our method assumes "reliable observation...
112
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AIED
2009
Springer
15 years 10 months ago
2009
Springer
Inquiry learning involves the learner acquiring new concepts and skills by means of carrying out an investigation. Some previous studies have looked into how these learning activit...