Continual Learning Augmented Investment Decisions. - Daniel Philps; Tillman Weyde; Artur S. d'Avila Garcez; Roy Batchelor (CoRR, 2018)

Making Good on LSTMs Unfulfilled Promise. - Daniel Philps; Artur S. d'Avila Garcez; Tillman Weyde (CoRR, 2019)

A temporal continual learning framework for investment decisions. - Daniel Philps (2020)

Improved Data Generation for Enhanced Asset Allocation: A Synthetic Dataset Approach for the Fixed Income Universe. - Szymon Kubiak; Tillman Weyde; Oleksandr Galkin; Daniel Philps; Ram Gopal (CoRR, 2023)

Denoising Diffusion Probabilistic Model for Realistic Financial Correlation Matrices. - Szymon Kubiak; Tillman Weyde; Oleksandr Galkin; Daniel Philps; Ram Gopal (ICAIF, 2024)