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ICML
2010
IEEE

204views Machine Learning» more ICML 2010»

Detecting Large-Scale System Problems by Mining Console Logs

13 years 6 months ago

Surprisingly, console logs rarely help operators detect problems in large-scale datacenter services, for they often consist of the voluminous intermixing of messages from many sof...

Wei Xu, Ling Huang, Armando Fox, David Patterson, ...

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10

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JMLR
2011

137views more JMLR 2011»

Online Learning in Case of Unbounded Losses Using Follow the Perturbed Leader Algorithm

13 years 8 days ago

Download jmlr.csail.mit.edu

In this paper the sequential prediction problem with expert advice is considered for the case where losses of experts suffered at each step cannot be bounded in advance. We presen...

Vladimir V. V'yugin

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12

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ACL
2001

127views Computational Linguistics» more ACL 2001»

Scaling to Very Very Large Corpora for Natural Language Disambiguation

13 years 6 months ago

Download acl.ldc.upenn.edu

The amount of readily available on-line text has reached hundreds of billions of words and continues to grow. Yet for most core natural language tasks, algorithms continue to be o...

Michele Banko, Eric Brill

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19

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ICML
2009
IEEE

227views Machine Learning» more ICML 2009»

Online dictionary learning for sparse coding

14 years 6 months ago

Download www.di.ens.fr

Sparse coding--that is, modelling data vectors as sparse linear combinations of basis elements--is widely used in machine learning, neuroscience, signal processing, and statistics...

Julien Mairal, Francis Bach, Jean Ponce, Guillermo...

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15

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ICWSM
2008

117views Internet Technology» more ICWSM 2008»

A Large-Scale Study of MySpace: Observations and Implications for Online Social Networks

13 years 6 months ago

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