1474 search results - page 36 / 295 » Using Machine Learning to Focus Iterative Optimization |
120
click to vote
GECCO
2007
Springer
15 years 8 months ago
2007
Springer
Real life optimization problems often require finding optimal solution to complex high dimensional, multimodal problems involving computationally very expensive fitness function e...
109
click to vote
PR
2007
15 years 1 months ago
2007
Tuning SVM hyperparameters is an important step in achieving a high-performance learning machine. It is usually done by minimizing an estimate of generalization error based on the...
120
click to vote
TEC
2002
15 years 2 months ago
2002
The clonal selection principle is used to explain the basic features of an adaptive immune response to an antigenic stimulus. It establishes the idea that only those cells that rec...
104
click to vote
ICML
2004
IEEE
16 years 3 months ago
2004
IEEE
Motivated by the interest in relational reinforcement learning, we introduce a novel relational Bellman update operator called ReBel. It employs a constraint logic programming lan...
119
click to vote
NSDI
2008
15 years 4 months ago
2008
Using statistical machine learning for making security decisions introduces new vulnerabilities in large scale systems. This paper shows how an adversary can exploit statistical m...