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COLT
2007
Springer
16 years 14 days ago
Sketching Information Divergences
When comparing discrete probability distributions, natural measures of similarity are not p distances but rather are informationdivergences such as Kullback-Leibler and Hellinger. ...
Sudipto Guha, Piotr Indyk, Andrew McGregor
COLT
2007
Springer
16 years 14 days ago
Occam's Hammer
Abstract. We establish a generic theoretical tool to construct probabilistic bounds for algorithms where the output is a subset of objects from an initial pool of candidates (or mo...
Gilles Blanchard, François Fleuret
ISDA
2005
IEEE
15 years 12 months ago
Swarm-based Sequencing Recommendations in E-learning
Open and distance Learning (ODL) gives learners freedom of time, place and pace of study, putting learner self-direction centre-stage. However, increased responsibility should not...
Bert van den Berg, René van Es, Colin Tatte...
GECCO
2005
Springer
141views Optimization» more  GECCO 2005»
15 years 11 months ago
RABNET: a real-valued antibody network for data clustering
This paper proposes a novel constructive learning algorithm for a competitive neural network. The proposed algorithm is developed by taking ideas from the immune system and demons...
Helder Knidel, Leandro Nunes de Castro, Fernando J...
HCI
2007
15 years 7 months ago
Activity Theoretical Analysis and Design Model for Web-Based Experimentation
This paper presents an Activity Theoretical analysis and design model for Web-based experimentation, which is one of the online activities that plays a key role in the development ...
Anh Vu Nguyen-Ngoc