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» The Power of Comparative Reasoning
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JMLR
2010
227views more  JMLR 2010»
15 years 5 months ago
PyBrain
PyBrain is a versatile machine learning library for Python. Its goal is to provide flexible, easyto-use yet still powerful algorithms for machine learning tasks, including a vari...
Tom Schaul, Justin Bayer, Daan Wierstra, Yi Sun, M...
164
Voted
ACL
2009
15 years 4 months ago
Validating the web-based evaluation of NLG systems
The GIVE Challenge is a recent shared task in which NLG systems are evaluated over the Internet. In this paper, we validate this novel NLG evaluation methodology by comparing the ...
Alexander Koller, Kristina Striegnitz, Donna Byron...
ICASSP
2011
IEEE
14 years 10 months ago
Robust adaptive event detection in non-intrusive load monitoring for energy aware smart facilities
This paper presents a robust adaptive goodness-of-fit (GOF) χ2 test event detector for non-intrusive load monitoring applications. We derive a closed form for the decision thres...
Yuanwei Jin, Eniye Tebekaemi, Mario Berges, Lucio ...
ACL
2011
14 years 10 months ago
Word Alignment via Submodular Maximization over Matroids
We cast the word alignment problem as maximizing a submodular function under matroid constraints. Our framework is able to express complex interactions between alignment component...
Hui Lin, Jeff Bilmes
219
Voted
RTA
2011
Springer
14 years 9 months ago
Maximal Completion
Given an equational system, completion procedures compute an equivalent and complete (terminating and confluent) term rewrite system. We present a very simple and efficient compl...
Dominik Klein, Nao Hirokawa