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COLT
2005
Springer
13 years 12 months ago
Data Dependent Concentration Bounds for Sequential Prediction Algorithms
Abstract. We investigate the generalization behavior of sequential prediction (online) algorithms, when data are generated from a probability distribution. Using some newly develop...
Tong Zhang
SFP
2003
13 years 11 months ago
O'Camelot: adding objects to a resource-aware functional language
Abstract: We outline an object-oriented extension to Camelot, a functional language in the ML family designed for resource aware computation. Camelot is compiled for the Java Virtu...
Nicholas Wolverson, Kenneth MacKenzie
VLDB
2002
ACM
112views Database» more  VLDB 2002»
13 years 9 months ago
Fast and Accurate Text Classification via Multiple Linear Discriminant Projections
Abstract. Support vector machines (SVMs) have shown superb performance for text classification tasks. They are accurate, robust, and quick to apply to test instances. Their only po...
Soumen Chakrabarti, Shourya Roy, Mahesh V. Soundal...
ECTEL
2010
Springer
13 years 8 months ago
A Framework for the Domain-Independent Collection of Attention Metadata
Abstract. We present a simple and extendible framework to collect attention metadata and store them for further analysis. Currently, several metadata collectors have been implement...
Maren Scheffel, Martin Friedrich, Katja Niemann, U...
ECTEL
2010
Springer
13 years 8 months ago
Preferences in Multiple-View Open Learner Models
Abstract. Educational systems that model the user enable personalisation. Systems that open the model to the user to prompt reflection are increasingly common. These often offer a ...
Susan Bull, Inderdip Gakhal, Daniel Grundy, Matthe...