Items where Author is "Philps, D."
Conference or Workshop Item
Kubiak, S., Weyde, T. 
ORCID: 0000-0001-8028-9905, Galkin, O. ORCID: 0009-0004-2801-5260 , Philps, D. & Gopal, R. (2024).
Denoising Diffusion Probabilistic Model for Realistic Financial Correlation Matrices.
Paper presented at the ICAIF '24: 5th ACM International Conference on AI in Finance, 14-17 Nov 2024, Brooklyn, NY, USA.
doi: 10.1145/3677052.3698640
Philps, D., Garcez, A. & Weyde, T. ORCID: 0000-0001-8028-9905 (2019).
Making Good on LSTMs' Unfulfilled Promise.
Paper presented at the NeurIPS 2019 Workshop on Robust AI in Financial Services: Data, Fairness, Explainability, Trustworthiness, and Privacy, 13 Dec 2019, Vancouver, Canada.
Thesis
Philps, D. (2020). A temporal continual learning framework for investment decisions. (Unpublished Doctoral thesis, City, University of London)