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133
Voted
CVPR
2009
IEEE
16 years 7 months ago
Robust Multi-Class Transductive Learning with Graphs
Graph-based methods form a main category of semisupervised learning, offering flexibility and easy implementation in many applications. However, the performance of these methods...
Wei Liu (Columbia University), Shih-fu Chang (Colu...
117
Voted
CVPR
2009
IEEE
16 years 7 months ago
An Instance Selection Approach to Multiple Instance Learning
Multiple-instance Learning (MIL) is a new paradigm of supervised learning that deals with the classification of bags. Each bag is presented as a collection of instances from whi...
Zhouyu Fu (Australian National University), Antoni...
IFIP
2000
Springer
15 years 4 months ago
Feminist Pedagogy and the Lap Top Computer
ducational Resources Information Center) the on-line education abstracts, show 15,000 entries under "computers and education" since 1992. Adoption of some level of inform...
Paula Chegwidden
76
Voted
ALT
2009
Springer
15 years 9 months ago
Canonical Horn Representations and Query Learning
Abstract. We describe an alternative construction of an existing canonical representation for definite Horn theories, the Guigues-Duquenne basis (or GD basis), which minimizes a n...
Marta Arias, José L. Balcázar
98
Voted
DAGSTUHL
1996
15 years 1 months ago
On-line Algorithms in Machine Learning
The areas of On-Line Algorithms and Machine Learning are both concerned with problems of making decisions about the present based only on knowledge of the past. Although these area...
Avrim Blum