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» On the Complexity of Function Learning

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COLT
2008
Springer

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Improved Guarantees for Learning via Similarity Functions

15 years 4 months ago

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Maria-Florina Balcan, Avrim Blum, Nathan Srebro

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118

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PAMI
2008

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Learning Flexible Features for Conditional Random Fields

15 years 2 months ago

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Abstract-- Extending traditional models for discriminative labeling of structured data to include higher-order structure in the labels results in an undesirable exponential increas...

Liam Stewart, Xuming He, Richard S. Zemel

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113

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ECTEL
2007
Springer

168views Machine Learning» more ECTEL 2007»

LOCO-Analyst: A Tool for Raising Teachers' Awareness in Online Learning Environments

15 years 8 months ago

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The paper presents LOCO-Analyst, an educational tool for providing teachers with feedback on the relevant aspects of the learning process taking place in a web-based learning envir...

Jelena Jovanovic, Dragan Gasevic, Christopher A. B...

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103

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ICML
2003
IEEE

114views Machine Learning» more ICML 2003»

A Loss Function Analysis for Classification Methods in Text Categorization

16 years 3 months ago