@inproceedings{0436357e6eeb471499d70048dad55b4d,
title = "Universal switching and side information portfolios under transaction costs using factor graphs",
abstract = "We consider the sequential portfolio investment problem. We demonstrate that the insights of Blum and Kalai's transaction costs algorithm may be used to construct more sophisticated algorithms. In particular, we show that transaction costs can be taken into account in Cover and Ordentlich's side information portfolio and Kozat and Singer's switching portfolio. For these, we present the corresponding universal (low regret) performance bounds for each of these portfolios. We then present factor graph representations of the algorithms and demonstrate that computationally efficient algorithms may be derived from the graphs. Finally, we present results of simulations of one of the derived algorithms and compare it to other portfolios.",
keywords = "Factor graph, Portfolio, Sum-product, Transaction costs, Universal",
author = "Bean, {Andrew J.} and Singer, {Andrew C.}",
year = "2010",
doi = "10.1109/ICASSP.2010.5495255",
language = "English (US)",
isbn = "9781424442966",
series = "ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "1986--1989",
booktitle = "2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010 - Proceedings",
address = "United States",
note = "2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010 ; Conference date: 14-03-2010 Through 19-03-2010",
}