2683 search results - page 44 / 537 » Machine learning problems from optimization perspective |
CCGRID
2007
IEEE
14 years 3 months ago
2007
IEEE
Experimental performance studies on computer systems, including Grids, require deep understandings on their workload characteristics. The need arises from two important and closel...
ICML
2007
IEEE
14 years 10 months ago
2007
IEEE
Optimization algorithms for large margin multiclass recognizers are often too costly to handle ambitious problems with structured outputs and exponential numbers of classes. Optim...
DATAMINE
2006
13 years 9 months ago
2006
In many large e-commerce organizations, multiple data sources are often used to describe the same customers, thus it is important to consolidate data of multiple sources for intell...
COLT
2004
Springer
14 years 24 days ago
2004
Springer
We consider the binary classification problem. Given an i.i.d. sample drawn from the distribution of an X
ECML
2006
Springer
14 years 22 days ago
2006
Springer
Reinforcement learning in real-world domains suffers from three curses of dimensionality: explosions in state and action spaces, and high stochasticity. We present approaches that ...