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COLT
2008
Springer
15 years 2 months ago
Does Unlabeled Data Provably Help? Worst-case Analysis of the Sample Complexity of Semi-Supervised Learning
We study the potential benefits to classification prediction that arise from having access to unlabeled samples. We compare learning in the semi-supervised model to the standard, ...
Shai Ben-David, Tyler Lu, Dávid Pál
80
Voted
CSCWD
2008
Springer
15 years 2 months ago
Task partition for function tree according to innovative functional reasoning
Task partition is a critical problem of collaborative conceptual design. Aiming at the shortage that current task partition methods don't accord to innovative functional reas...
Yiming Tang, Xiaoping Liu
122
Voted
CVPR
2008
IEEE
15 years 2 months ago
Learning-based face hallucination in DCT domain
In this paper, we propose a novel learning-based face hallucination framework built in DCT domain, which can recover the high-resolution face image from a single lowresolution one...
Wei Zhang, Wai-kuen Cham
98
Voted
DAWAK
2008
Springer
15 years 2 months ago
Towards the Automatic Construction of Conceptual Taxonomies
Abstract. In this paper we investigate the possibility of an automatic construction of conceptual taxonomies and evaluate the achievable results. The hierarchy is performed by Ward...
Dino Ienco, Rosa Meo
92
Voted
ECAI
2008
Springer
15 years 2 months ago
Talking Points in Metaphor: A Concise Usage-based Representation for Figurative Processing
Abstract. An effective speaker can use metaphor to communicate a wealth of propositions and affective attitudes with a single juxtaposition of ideas [12,8,6,10,7,3,15]. But as such...
Tony Veale, Yanfen Hao