Bumptrees for Efficient Function, Constraint, and Classification Learning
Title | Bumptrees for Efficient Function, Constraint, and Classification Learning |
Publication Type | Technical Report |
Year of Publication | 1991 |
Authors | Omohundro, S. |
Other Numbers | 639 |
Abstract | A new class of data structures called "bumptrees" is described. These structures are useful for efficiently implementing a number of neural network related operations. An empirical comparison with radial basis functions is presented on a robot arm mapping learning task. Applications to density estimation, classification, and constraint representation and learning are also outlined. |
URL | http://www.icsi.berkeley.edu/ftp/global/pub/techreports/1991/tr-91-009.pdf |
Bibliographic Notes | ICSI Technical Report TR-91-009 |
Abbreviated Authors | S. M. Omohundro |
ICSI Publication Type | Technical Report |