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112
Voted
CORR
2010
Springer
15 years 2 months ago
2010
Springer
We study online learning when individual instances are corrupted by adversarially chosen random noise. We assume the noise distribution is unknown, and may change over time with n...
139
Voted
MICRO
2010
IEEE
15 years 21 days ago
2010
IEEE
Wide Single Instruction, Multiple Thread (SIMT) architectures often require a static allocation of thread groups that are executed in lockstep throughout the entire application ker...
128
Voted
RECOMB
2009
Springer
15 years 9 months ago
2009
Springer
Abstract. Clusters of genes that have evolved by repeated segmental duplication present difficult challenges throughout genomic analysis, from sequence assembly to functional analy...
152
Voted
CVPR
2009
IEEE
16 years 10 months ago
2009
IEEE
Latent Variable Models (LVM), like the Shared-GPLVM
and the Spectral Latent Variable Model, help mitigate over-
fitting when learning discriminative methods from small or
modera...
137
Voted
ICCS
2009
Springer
15 years 9 months ago
2009
Springer
The development of optimized codes is time-consuming and requires extensive architecture, compiler, and language expertise, therefore, computational scientists are often forced to ...