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130
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JMLR
2010
14 years 7 months ago
2010
Different aspects of the curse of dimensionality are known to present serious challenges to various machine-learning methods and tasks. This paper explores a new aspect of the dim...
92
Voted
ICASSP
2011
IEEE
14 years 4 months ago
2011
IEEE
This paper proposes a novel algorithm for decoding real-field codes over erroneous channels, where the encoded message is corrupted by sparse errors, i.e., impulsive noise. The m...
118
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CCGRID
2011
IEEE
14 years 4 months ago
2011
IEEE
—Large, reliable and efficient storage systems are becoming increasingly important in enterprise environments. Our research in storage system design is oriented towards the expl...
104
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INFOCOM
2012
IEEE
13 years 3 months ago
2012
IEEE
—We study scalable routing for a sensor network deployed in complicated 3D settings such as underground tunnels in gas system or water system. The nodes are in general 3D space b...
120
Voted
EDBT
2012
ACM
13 years 3 months ago
2012
ACM
In recent years, new highly scalable storage systems have significantly contributed to the success of Cloud Computing. Systems like Dynamo or Bigtable have underpinned their abil...