777 search results - page 99 / 156 » Structured Weight-Based Prediction Algorithms |
UAI
2004
13 years 11 months ago
2004
We present a new method for nonlinear prediction of discrete random sequences under minimal structural assumptions. We give a mathematical construction for optimal predictors of s...
ICML
2006
IEEE
14 years 11 months ago
2006
IEEE
We extend tree-based methods to the prediction of structured outputs using a kernelization of the algorithm that allows one to grow trees as soon as a kernel can be defined on the...
RECOMB
2008
Springer
14 years 10 months ago
2008
Springer
Comparative analysis of protein networks has proven to be a powerful approach for elucidating network structure and predicting protein function and interaction. A fundamental chall...
AAAI
1998
13 years 11 months ago
1998
The typical difficulty of various NP-hard problems varies with simple parameters describing their structure. This behavior is largely independent of the search algorithm, but depe...
CEC
2010
IEEE
13 years 11 months ago
2010
IEEE
This work focuses on the development of a parallel framework method to improve the effectiveness and the efficiency of the obtained solutions by Multi-objective Evolutionary Algori...