| Author(s): |
Braga, Igor
;
Yang, Q
;
Wooldridge, M
Total Authors: 3
|
| Document type: | Journal article |
| Source: | PROCEEDINGS OF THE TWENTY-FOURTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI); v. N/A, p. 2-pg., 2015-01-01. |
| Abstract | |
In this work, we deal with a relatively new statistical tool in machine learning: the estimation of the ratio of two probability densities, or density ratio estimation for short. As a side piece of research that gained its own traction, we also tackle the task of parameter selection in learning algorithms based on kernel methods. (AU) | |
| FAPESP's process: | 09/17773-7 - Selective Inference in Machine Learning: theory, algorithms and applications |
| Grantee: | Ígor Assis Braga |
| Support Opportunities: | Scholarships in Brazil - Doctorate |