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126
Voted
TOOLS
2010
IEEE
15 years 1 months ago
2010
IEEE
While traditional approaches to code profiling help locate performance bottlenecks, they offer only limited support for removing these bottlenecks. The main reason is the lack of v...
151
Voted
PPOPP
2012
ACM
13 years 11 months ago
2012
ACM
We introduce the first binary search tree algorithm designed for speculative executions. Prior to this work, tree structures were mainly designed for their pessimistic (non-specu...
139
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MICRO
2010
IEEE
15 years 1 months ago
2010
IEEE
While clusters of commodity servers and switches are the most popular form of large-scale parallel computers, many programs are not easily parallelized for execution upon them. In...
181
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JMLR
2012
13 years 6 months ago
2012
We present an algorithm for fast posterior inference in penalized high-dimensional state-space models, suitable in the case where a few measurements are taken in each time step. W...
150
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JMLR
2012
13 years 6 months ago
2012
This paper considers the problem of completing a matrix with many missing entries under the assumption that the columns of the matrix belong to a union of multiple low-rank subspa...