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Universal Portfolios With and Without Transaction Costs (1997)  (Make Corrections)  (17 citations)
Avrim Blum, Adam Kalai
COLT: Proceedings of the Workshop on Computational Learning Theory, Morgan Kaufmann Publishers



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Abstract: A constant rebalanced portfolio is an investment strategy which keeps the same distribution of wealth among a set of stocks from period to period. Recently there has been work on on-line investment strategies that are competitive with the best constant rebalanced portfolio determined in hindsight (Cover, 1991; Helmbold et al., 1996; Cover and Ordentlich, 1996a; Cover and Ordentlich, 1996b; Ordentlich and Cover, 1996; Cover, 1996). For the universal algorithm of Cover (Cover, 1991), we provide a ... (Update)

Cited by:   More
Finance and Stochastics manuscript No. - Will Be Inserted   (Correct)
On-Line Algorithms For Combining Language Models - Adam Kalai Stanley (1998)   (Correct)
Efficient Algorithms for Universal Portfolios - Kalai, Vempala (2002)   (Correct)

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0.4:   Cooperative Multiagent Search for Portfolio Selection - Parkes, Huberman   (Correct)
0.3:   The Minimax Strategy for Gaussian Density Estimation - Takimoto, Warmuth (2000)   (Correct)
0.2:   Probabilistic and On-line Methods in Machine Learning - Kalai (2001)   (Correct)

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0.4:   Admission Control to Minimize Rejections - Blum, Kalai, Kleinberg (2001)   (Correct)
0.4:   Universal Portfolios with Side Information - Cover, Ordentlich (1996)   (Correct)
0.3:   On-Line Portfolio Selection Using Multiplicative Updates - Helmbold, Schapire.. (1996)   (Correct)

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13:   Universal portfolios with side information - Cover, Ordentlich - 1996
9:   Mathematical Finance (context) - Cover - 1991
8:   Tracking the best expert - Herbster, Warmuth - 1995

BibTeX entry:   (Update)

A. Blum and A. Kalai. Universal portfolios with and without transaction costs. In Proceedings of the 10th Annual Conference on Computational Learning Theory, pages 309--313, 1997. http://citeseer.ist.psu.edu/blum97universal.html   More

@inproceedings{ blum97universal,
    author = "Blum and Kalai",
    title = "Universal Portfolios with and without Transaction Costs",
    booktitle = "{COLT}: Proceedings of the Workshop on Computational Learning Theory, Morgan Kaufmann Publishers",
    year = "1997",
    url = "citeseer.ist.psu.edu/blum97universal.html" }
Citations (may not include all citations):
133   Aggregating strategies (context) - Vovk - 1990
118   How to use expert advice (context) - Cesa-Bianchi, Freund et al. - 1993
88   Exponentiated gradient versus gradient descent for linear pr.. - Kivinen, Warmuth - 1994
74   Mistake Bounds and Logarithmic Linear-thresholdLearning Algo.. (context) - Littlestone - 1989
55   A game of prediction with expert advice - Vovk - 1995
34   Universal portfolios with side information - Cover, Ordentlich - 1996
33   Learning probabilistic prediction functions (context) - DeSantis, Markowsky et al. - 1988
27   Tight worst-case loss bounds for predicting with expert advi.. - Haussler, Kivinen et al. - 1994
26   A new interpretation of information rate (context) - Kelly - 1956
23   A comparison of new and old algorithms for a mixture estimat.. - Helmbold, Schapire et al. - 1995
23   Universal portfolios - Cover - 1991
19   line portfolio selection using multiplicative updates - Helmbold, Schapire et al. - 1996
18   A randomization rule for selecting forecasts (context) - Foster, Vohra - 1993
18   Portfolio Selection with Transaction Costs (context) - Davis, Norman - 1990
6   Universal data compression and portfolio selection (context) - Cover - 1996
5   Online portfolio selection (context) - Ordentlich, Cover - 1996
3   The Cost of Achieving the Best Portfolio in Hindsight (context) - Cover, Ordentlich - 1996
1   Regret in the On-line Decision Problem (context) - ON, MULTIPLE-INSTANCE et al. - 1995



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Linear Approximation of Shortest Superstrings - Blum, Jiang, Li, Tromp.. (1991)   (Correct)
A Constant-factor Approximation Algorithm for the k-MST Problem - Blum, Ravi, Vempala (1996)   (Correct)
A Polynomial-time Algorithm for Learning Noisy Linear.. - Blum, Frieze, Kannan, .. (1996)   (Correct)

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