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» Learning with structured sparsity
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146
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ACL
2001
15 years 6 months ago
Using a Randomised Controlled Clinical Trial to Evaluate an NLG System
The STOP system, which generates personalised smoking-cessation letters, was evaluated by a randomised controlled clinical trial. We believe this is the largest and perhaps most r...
Ehud Reiter, Roma Robertson, A. Scott Lennox, Lies...
131
Voted
ICONIP
2004
15 years 6 months ago
An Auxiliary Variational Method
Variational methods have proved popular and effective for inference and learning in intractable graphical models. An attractive feature of the approaches based on the Kullback-Lei...
Felix V. Agakov, David Barber
109
Voted
CRIWG
2003
15 years 6 months ago
Collaborative Scenarios to Promote Positive Interdependence among Group Members
Positive interdependence is the heart of collaborative activities that define collaboration and transform group work into teamwork. To achieve positive interdependence among studen...
César A. Collazos, Luis A. Guerrero, Jos&ea...
FLAIRS
2001
15 years 6 months ago
Time Series Analysis Using Unsupervised Construction of Hierarchical Classifiers
Recently we have proposed an algorithm of constructing hierarchical neural network classifiers (HNNC), that is based on a modification of error back-propagation. This algorithm co...
S. A. Dolenko, Yu. V. Orlov, I. G. Persiantsev, Ju...
120
Voted
FLAIRS
2001
15 years 6 months ago
Skill Refinement through Competence Feedback
Learningis generally performedin twostages, knowledge acquisition and skill refinement. Developments within machinelearning havetended to concentrate on knowledgeacquisition as op...
David W. Patterson, Sarabjot S. Anand, John G. Hug...