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» Some Results on Orthogonal Factorizations
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AUSAI
2008
Springer
14 years 12 months ago
Additive Regression Applied to a Large-Scale Collaborative Filtering Problem
Abstract. The much-publicized Netflix competition has put the spotlight on the application domain of collaborative filtering and has sparked interest in machine learning algorithms...
Eibe Frank, Mark Hall
NIPS
2008
14 years 11 months ago
On the Complexity of Linear Prediction: Risk Bounds, Margin Bounds, and Regularization
This work characterizes the generalization ability of algorithms whose predictions are linear in the input vector. To this end, we provide sharp bounds for Rademacher and Gaussian...
Sham M. Kakade, Karthik Sridharan, Ambuj Tewari
CSREAEEE
2006
174views Business» more  CSREAEEE 2006»
14 years 11 months ago
Using Temporal Information in Collaborative Filtering: An Empirical Study
- Collaborative filtering is a widely used and proven method of building recommender systems that provide personalized recommendations on products or services based on explicit rat...
Young Park, Tong-Queue Lee
FLAIRS
2004
14 years 11 months ago
Highway Vehicle Classification by Probabilistic Neural Networks
The Federal Highway Administration (FHWA) Office of Highway Planning requires states to furnish vehicle classification data as part of the Highway Performance Monitoring Systems (...
Valerian Kwigizile, Majura F. Selekwa, Renatus N. ...
IADIS
2004
14 years 11 months ago
The Impact of Personality and Learning Styles on the Use of Laptop Computers in the Classroom
Past studies indicate that classes that utilize laptop technology in the classroom have higher scores on graded assignments than those who do not. Despite this finding, some stude...
Jamie Efaw, Jennifer Bailey