2 papers
cs.NE2017
Multitask Evolution with Cartesian Genetic Programming
Eric O. Scott, Kenneth A. De Jong
We introduce a genetic programming method for solving multiple Boolean circuit synthesis tasks simultaneously. This allows us to solve a set of elementary logic functions twice as…
cs.LG2015
Theoretical and Empirical Analysis of a Parallel Boosting Algorithm
Uday Kamath, Carlotta Domeniconi, Kenneth De Jong
Many real-world problems involve massive amounts of data. Under these circumstances learning algorithms often become prohibitively expensive, making scalability a pressing issue to…