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~isPartOf:"Research paper / Quantitative Finance Research Centre, University of Technology Sydney"
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Mean absolute directional loss as a new loss function for machine learning problems in algorithmic investment strategies
Michańków, Jakub
;
Sakowski, Paweł
;
Ślepaczuk, Robert
-
2023
Persistent link: https://www.econbiz.de/10014448222
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2
Ensembled LSTM with walk forward optimization in algorithmic trading
Chojnacki, Karol
;
Ślepaczuk, Robert
-
2023
Persistent link: https://www.econbiz.de/10014308890
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3
Bayesian approaches to shrinkage and sparse estimation
Korobilis, Dimitris
;
Shimizu, Kenichi
-
2022
Persistent link: https://www.econbiz.de/10012814611
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4
A comparison of LSTM and GRU architectures with novel walk-forward approach to algorithmic investment strategy
Baranochnikov, Illia
;
Ślepaczuk, Robert
-
2022
Persistent link: https://www.econbiz.de/10013473692
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5
Daily and intraday application of various architectures of the LSTM model in algorithmic investment strategies on Bitcoin and the S&P 500 Index
Kryńska, Katarzyna
;
Ślepaczuk, Robert
-
2022
Persistent link: https://www.econbiz.de/10013473995
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6
Applying hybrid ARIMA-SGARCH in algorithmic investment strategies on S&P 500 Index
Nguyen Vo
;
Ślepaczuk, Robert
-
2021
Persistent link: https://www.econbiz.de/10012816706
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7
Robust optimisation in algorithmic investment strategies
Castellano Gómez, Sergio
;
Ślepaczuk, Robert
-
2021
Persistent link: https://www.econbiz.de/10012816708
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8
Machine learning in algorithmic trading strategy optimization - implementation and efficiency
Ryś, Przemysław
;
Ślepaczuk, Robert
-
Uniwersytet Warszawski / Wydział Nauk Ekonomicznych
-
2018
Persistent link: https://www.econbiz.de/10011981706
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9
Algorithms for optimal control of stochastic switching systems
Hinz, Juri
;
Yap, Nicholas
-
2015
Persistent link: https://www.econbiz.de/10011344332
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10
Q-learning-based financial trading systems with applications
Corazza, Marco
;
Bertoluzzo, Francesco
-
2014
-
First draft
Persistent link: https://www.econbiz.de/10011632153
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