Machine Learning

Machine Learning Courses/Courselets

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We propose a novel Transformer-based methodology that integrates financial news articles directly with time-series market dat..

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Variable Selection Lasso

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This is the courselet for the article "Portfolio tail-risk protection with non-linear latent factors"

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This is the courselet for the article "Risk budget portfolios with convex Non-negative Matrix Factorization"

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Presentation for the paper "Does non-linear factorisation of financial returns help build better and stabler portfolio?"

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Cross-exchange Crypto Risk: A High-frequency Dynamic Network Perspective

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