| Advances in Financial Machine Learning — Marcos López de Prado |
Libro · Financial Machine Learning |
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| AQR Alternative Thinking (2Q24) — Can Machines Time Markets? |
Informe · Asset Allocation / ML |
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| Can Machines “Learn” Finance? — AQR / JOIM |
Artículo académico · Machine Learning |
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| Deep Learning for Multivariate Financial Time Series — Batres-Estrada |
Tesis / Research · Deep Learning |
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| Deep Learning for Equity Time Series Prediction — Noguer, Batres-Estrada, Moulin |
Artículo · Time Series / Deep Learning |
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| Design Choices, ML, and the Cross-Section of Stock Returns |
Working Paper · Cross-Section / ML |
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| Detecting Regime Change in Computational Finance |
Libro · Regime Detection / Quant Finance |
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| Financial Machine Learning — Kelly & Xiu |
Survey académico · Asset Pricing / ML |
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| Machine Learning for Stock Selection — FAJ |
Artículo académico · Stock Selection |
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| Machine Trading — Ernest P. Chan |
Libro · Algorithmic Trading |
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| Hidden Markov Model for Stock Trading |
Artículo académico · Regime Switching / HMM |
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| Deep Reinforcement Learning for Asset Allocation in US Equities |
Artículo académico · Reinforcement Learning |
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| Machine Learning for Stock Selection — Financial Analysts Journal |
Artículo académico · ML aplicado |
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| A Machine Learning Framework for Stock Selection |
Artículo académico · Feature Engineering / Ensembles |
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| Predicting the Direction of Stock Market Prices Using Random Forest |
Artículo académico · Random Forest |
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| Stock Market Prediction Using LSTM Neural Networks |
Artículo académico · Deep Learning / LSTM |
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