1474 search results - page 212 / 295 » Using Machine Learning to Focus Iterative Optimization |
135
Voted
ICML
2003
IEEE
16 years 3 months ago
2003
IEEE
Convex programming involves a convex set F Rn and a convex cost function c : F R. The goal of convex programming is to find a point in F which minimizes c. In online convex prog...
140
Voted
ICML
1998
IEEE
16 years 3 months ago
1998
IEEE
Production scheduling, the problem of sequentially con guring a factory to meet forecasted demands, is a critical problem throughout the manufacturing industry. The requirement of...
156
Voted
COLT
2007
Springer
15 years 9 months ago
2007
Springer
We describe and analyze a new approach for feature ranking in the presence of categorical features with a large number of possible values. It is shown that popular ranking criteria...
135
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COLT
2010
Springer
15 years 23 days ago
2010
Springer
We consider the problem of planning in a stochastic and discounted environment with a limited numerical budget. More precisely, we investigate strategies exploring the set of poss...
213
Voted
SIGMOD
2007
ACM
16 years 2 months ago
2007
ACM
Managing uncertain data using probabilistic frameworks has attracted much interest lately in the database literature, and a central computational challenge is probabilistic infere...