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A machine learning approach to portfolio pricing and risk management for high-dimensional problems
Fernandez-Arjona, Lucio; Filipović, Damir - 2020
We present a general framework for portfolio risk management in discrete time, based on a replicating martingale. This martingale is learned from a finite sample in a supervised setting. The model learns the features necessary for an effective low-dimensional representation, overcoming the curse...
Persistent link: https://www.econbiz.de/10012219260
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A machine learning approach to portfolio pricing and risk management for high-dimensional problems
Fernandez-Arjona, Lucio; Filipović, Damir - In: Mathematical finance : an international journal of … 32 (2022) 4, pp. 982-1019
Persistent link: https://www.econbiz.de/10013463383
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Artificial intelligence in asset management
Bartram, Söhnke M.; Branke, Jürgen; Motahari, Mehrshad - 2020 - This revision 01 April 2020
Persistent link: https://www.econbiz.de/10012217351
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Neural networks and the financial markets : predicting, combining, and portfolio optimisation
Shadbolt, Jimmy (contributor); Taylor, John G. (contributor) - 2002
Persistent link: https://www.econbiz.de/10001665786
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MOONA software for survey classification and evaluation of criteria to support decision-making for properties portfolio
Baierle, Ismael Cristofer; Schaefer, Jones Luis; … - In: International journal of strategic property management 24 (2020) 4, pp. 226-236
Persistent link: https://www.econbiz.de/10013414888
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Neural networks and value at risk
Arimond, Alexander; Borth, Damian S.; Hoepner, Andreas G. F. - 2020
Persistent link: https://www.econbiz.de/10012418364
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Deep learning, predictability, and optimal portfolio returns
Babiak, Mykola; Baruník, Jozef - 2020
Persistent link: https://www.econbiz.de/10012542701
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State-dependent stock selection in index tracking : a machine learning approach
Bradrania, Reza; Pirayesh Neghab, Davood; Shafizadeh, … - In: Financial markets and portfolio management 36 (2022) 1, pp. 1-28
Persistent link: https://www.econbiz.de/10013175191
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Asset return prediction via machine learning
Zhang, Liangliang - In: Journal of mathematical finance 9 (2019) 4, pp. 691-697
Persistent link: https://www.econbiz.de/10012433454
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Portfolio selection under non-gaussianity and systemic risk : a machine learning based forecasting approach
Lin, Weidong; Taamouti, Abderrahim - In: International journal of forecasting 40 (2024) 3, pp. 1179-1188
Persistent link: https://www.econbiz.de/10014547268