Learning through failure
| Title | Learning through failure |
| Publication Type | Journal Articles |
| Year of Publication | 2006 |
| Authors | Sato T, Kameya Y, De Raedt L, Dietterich T, Getoor L, Muggleton SH |
| Journal | Probabilistic, Logical and Relational Learning-Towards a Synthesis |
| Issue | 05051 |
| Date Published | 2006/// |
| Abstract | PRISM, a symbolic-statistical modeling language we have been developing since '97, recently incorporated a program transformation technique to handle failure in generative modeling. I'll show this feature opens a way to new breeds of symbolic models, including EM learning from negative observations, constrained HMMs and finite PCFGs. |