672 search results - page 2 / 135 » Property-aware program sampling |
PASTE
2010
ACM
13 years 3 months ago
2010
ACM
Monitoring or profiling programs provides us with an understanding for its further improvement and analysis. Typically, for monitoring or profiling, the program is instrumented ...
ORL
2008
13 years 5 months ago
2008
We propose a sample average approximation (SAA) method for stochastic programming problems involving an expected value constraint. Such problems arise, for example, in portfolio s...
WSC
2007
13 years 7 months ago
2007
We develop a sequential sampling procedure for solving a class of stochastic programs. A sequence of feasible solutions, with at least one optimal limit point, is given as input t...
NIPS
2003
13 years 6 months ago
2003
We present a novel strategy for automatically debugging programs given sampled data from thousands of actual user runs. Our goal is to pinpoint those features that are most correl...
ICALP
2007
Springer
13 years 11 months ago
2007
Springer
We study the classic problem of estimating the sum of n variables. The traditional uniform sampling approach requires a linear number of samples to provide any non-trivial guarante...