 |
 |
|
|
| Detailed view | Habilitation à diriger des recherches |
 |
|
|
| Attached file list to this document: | ||||||||||
|
||||||||||
|
|
|
| PAC-Bayesian aggregation and multi-armed bandits |
|
|
| Jean-Yves Audibert1, 2 |
|
|
|
| This habilitation thesis presents several contributions to (1) the PAC-Bayesian analysis of statistical learning, (2) the three aggregation problems: given d functions, how to predict as well as (i) the best of these d functions (model selection type aggregation), (ii) the best convex combination of these d functions, (iii) the best linear combination of these d functions, (3) the multi-armed bandit problems. |
|
|
|
|
|
|
|
|
|
| 1: | IMAGINE |
|
|
| 2: | INRIA Paris - Rocquencourt - WILLOW |
|
|
|
|
|
|
|
| tel-00536084, version 1 | |
| http://tel.archives-ouvertes.fr/tel-00536084 | |
| oai:tel.archives-ouvertes.fr:tel-00536084 | |
| From: Jean-Yves Audibert | |
| Submitted on: Monday, 15 November 2010 12:35:54 | |
| Updated on: Monday, 15 November 2010 15:19:24 | |
