Vladimir Lucic

Support Tensor Machine for Financial Forecasting

Past decades have witnessed excessive use of the Support Vector Machines (SVMs) in financial contexts. Despite their success, given the inherently multivariate nature of financial indices, the vector-based nature of SVM will inevitably lead to a loss of information, owing to its inability to fully e…