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ICML
2007
IEEE
16 years 5 months ago
Uncovering shared structures in multiclass classification
This paper suggests a method for multiclass learning with many classes by simultaneously learning shared characteristics common to the classes, and predictors for the classes in t...
Yonatan Amit, Michael Fink 0002, Nathan Srebro, Sh...
ICALT
2006
IEEE
15 years 11 months ago
Multi-Dimensional Model-based Genericity in Omega+
Future CSCL technologies are described by the community as flexible, tailorable, and appropriate for various collaborative settings, conditions and contexts. This paper describes ...
Jacques Lonchamp
125
Voted
ICALT
2005
IEEE
15 years 10 months ago
Elearning versus Alearning
The current literature and practice often mentions elearning. But elearning is often not successful. We suggest an alternative approach, alearning or adaptive learning. The format...
Alfred Bork, Gin-Fon Nancy Ju
148
Voted
ICALT
2003
IEEE
15 years 10 months ago
Supporting Social Awareness: Requirements for Educational CVE
Social awareness is essential for effective learning. However, natural environments do not always provide optimal support for it. We analyze the potentials of Collaborative Virtua...
Ekaterina Prasolova-Førland, Monica Divitin...
185
Voted
ECML
2006
Springer
15 years 8 months ago
Constant Rate Approximate Maximum Margin Algorithms
We present a new class of perceptron-like algorithms with margin in which the "effective" learning rate, defined as the ratio of the learning rate to the length of the we...
Petroula Tsampouka, John Shawe-Taylor