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19

IJAIT
2000

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Stable Decision Trees: Using Local Anarchy for Efficient Incremental Learning

13 years 10 months ago

Stable Decision Trees: Using Local Anarchy for Efficient Incremental Learning

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Dimitrios Kalles, Athanassios Papagelis

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18

CORR
1998
Springer

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Cached Sufficient Statistics for Efficient Machine Learning with Large Datasets

13 years 9 months ago

Cached Sufficient Statistics for Efficient Machine Learning with Large Datasets

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Andrew W. Moore, Mary S. Lee

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22

NECO
1998

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Efficient Learning in Boltzmann Machines Using Linear Response Theory

13 years 9 months ago

Efficient Learning in Boltzmann Machines Using Linear Response Theory

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Hilbert J. Kappen, Francisco de Borja Rodrí...

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22

AMAI
2008
Springer

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A semiparametric generative model for efficient structured-output supervised learning

13 years 9 months ago

A semiparametric generative model for efficient structured-output supervised learning

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Fabrizio Costa, Andrea Passerini, Marco Lippi, Pao...

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39

EMNLP
2010

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Efficient Graph-Based Semi-Supervised Learning of Structured Tagging Models

13 years 8 months ago

Efficient Graph-Based Semi-Supervised Learning of Structured Tagging Models

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We describe a new scalable algorithm for semi-supervised training of conditional random fields (CRF) and its application to partof-speech (POS) tagging. The algorithm uses a simil...

Amarnag Subramanya, Slav Petrov, Fernando Pereira

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