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dm-meeting@cs.vt.edu
February 2015
3 participants
3 discussions
Group Meeting Tomorrow
by yaozhang
26 Feb '15
26 Feb '15
Hi everyone, Tomorrow we will have a small meeting talking about papers submitted to KDD. It will be at 12:30pm as usual. And next week Steve will give us a talk. Thank you. Regards, Yao
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The Application of IB
by Sorour Ekhtiari Amiri
05 Feb '15
05 Feb '15
Hi all, The Application of IB can be any clustering task. These are some papers which used IB: 1- "Video search reranking via information bottleneck principle"
http://dl.acm.org/citation.cfm?id=1180654
2- "Applying the information bottleneck principle to unsupervised clustering of discrete and continuous image representations"
http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1238368&tag=1
3- "Objective classification of galaxy spectra using the information bottleneck method"
http://mnras.oxfordjournals.org/content/323/2/270.short
4- "Data clustering by Markovian relaxation and the Information Bottleneck Method"
http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.24.3488&rep=rep1&t…
5- Learning Human Actions via Information Maximization
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=4587723
6- Unsupervised document classification using sequential information maximization
http://dl.acm.org/citation.cfm?id=564401
7- LIMBO: Scalable Clustering of Categorical Data
http://link.springer.com/chapter/10.1007/978-3-540-24741-8_9
8- Supervised Learning of Quantizer Codebooks by Information Loss Minimization
http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4531751
9- Non-redundant data clustering
http://link.springer.com/article/10.1007/s10115-006-0009-7
10- Supervised feature selection by clustering using conditional mutual information-based distances
http://www.sciencedirect.com/science/article/pii/S0031320309004828
Best regards, Sorour
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Group Meeting Tomorrow
by yaozhang
04 Feb '15
04 Feb '15
Hi everyone, Just kind reminder that we will have our regular group meeting tomorrow at 12:30pm. Sorour will give her talk. Regards, Yao
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