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ICDM
2009
IEEE
172views Data Mining» more  ICDM 2009»
15 years 8 months ago
Sparse Least-Squares Methods in the Parallel Machine Learning (PML) Framework
—We describe parallel methods for solving large-scale, high-dimensional, sparse least-squares problems that arise in machine learning applications such as document classificatio...
Ramesh Natarajan, Vikas Sindhwani, Shirish Tatikon...
ICALT
2010
IEEE
15 years 2 months ago
Improve the Output from a MCQ Test Item Generator Using Statistical NLP
In this study I use statistical Natural Language Processing and adapted Controlled Language methods to preprocess individual documents before they are used as source documents for ...
Robert Michael Foster
POPL
2012
ACM
13 years 9 months ago
Higher-order functional reactive programming in bounded space
Functional reactive programming (FRP) is an elegant and successful approach to programming reactive systems declaratively. The high levels of abstraction and expressivity that mak...
Neelakantan R. Krishnaswami, Nick Benton, Jan Hoff...
FMICS
2009
Springer
15 years 5 months ago
A Certified Implementation on Top of the Java Virtual Machine
Abstract. Safe is a first-order functional language with unusual memory management features: memory can be both explicitly and implicitly deallocated at some specific points in the...
Javier de Dios, Ricardo Peña-Marí
ECML
2007
Springer
15 years 7 months ago
Probabilistic Explanation Based Learning
Abstract. Explanation based learning produces generalized explanations from examples. These explanations are typically built in a deductive manner and they aim to capture the essen...
Angelika Kimmig, Luc De Raedt, Hannu Toivonen