Machine learning problems from optimization perspective
| Year of publication: |
2010
|
|---|---|
| Authors: | Xu, Lei |
| Published in: |
Journal of Global Optimization. - Springer. - Vol. 47.2010, 3, p. 369-401
|
| Publisher: |
Springer |
| Subject: | Three levels of inverse problems | Parameter learning | Model selection | Local convexity | Convex duality | Learning versus optimization | Convex programming | Bayesian Ying-Yang learning | Automatic model selection | Learning based combinatorial optimization |
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