1474 search results - page 21 / 295 » Using Machine Learning to Focus Iterative Optimization |
118
click to vote
CORR
2010
Springer
15 years 2 months ago
2010
Springer
Designing and implementing efficient, provably correct parallel machine learning (ML) algorithms is challenging. Existing high-level parallel abstractions like MapReduce are insuf...
130
click to vote
PLDI
2003
ACM
15 years 7 months ago
2003
ACM
Compiler writers have crafted many heuristics over the years to approximately solve NP-hard problems efficiently. Finding a heuristic that performs well on a broad range of applic...
112
click to vote
LWA
2007
15 years 3 months ago
2007
This paper describes the application of machine learning methods to determine parameters for DeLite, a readability checking tool. DeLite pinpoints text segments that are difficul...
118
click to vote
ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
This paper suggests a method for multiclass learning with many classes by simultaneously learning shared characteristics common to the classes, and predictors for the classes in t...
116
click to vote
ICRA
2009
IEEE
15 years 9 months ago
2009
IEEE
Abstract— Least-squares policy iteration is a useful reinforcement learning method in robotics due to its computational efficiency. However, it tends to be sensitive to outliers...