492 search results - page 76 / 99 » Empirical Comparison of |
151
Voted
ATAL
2009
Springer
16 years 14 days ago
2009
Springer
Improving the sample efficiency of reinforcement learning algorithms to scale up to larger and more realistic domains is a current research challenge in machine learning. Model-ba...
189
click to vote
EMSOFT
2011
Springer
14 years 5 months ago
2011
Springer
As system integration becomes an increasingly important challenge for complex real-time systems, there has been a significant demand for supporting real-time systems in virtualiz...
187
click to vote
JMLR
2012
13 years 8 months ago
2012
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
152
click to vote
CVPR
2008
IEEE
16 years 8 months ago
2008
IEEE
Histograms represent a popular means for feature representation. This paper is concerned with the problem of exhaustive histogram-based image search. Several standard histogram co...
170
click to vote
ICML
2004
IEEE
16 years 6 months ago
2004
IEEE
A critical problem in cluster ensemble research is how to combine multiple clusterings to yield a final superior clustering result. Leveraging advanced graph partitioning techniqu...