Machine learning and portfolio optimization
| Year of publication: |
March 2018
|
|---|---|
| Authors: | Ban, Gah-Yi ; El Karoui, Noureddine ; Lim, Andrew E. B. |
| Published in: |
Management science : journal of the Institute for Operations Research and the Management Sciences. - Catonsville, MD : INFORMS, ISSN 0025-1909, ZDB-ID 206345-1. - Vol. 64.2018, 3, p. 1136-1154
|
| Subject: | machine learning | portfolio optimization | robust optimization | regularization | cross-validation | conditional value-at-risk | Portfolio-Management | Portfolio selection | Künstliche Intelligenz | Artificial intelligence | Risikomaß | Risk measure | Robustes Verfahren | Robust statistics | Mathematische Optimierung | Mathematical programming | Theorie | Theory |
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