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Daniel Philps

Orcid: 0000-0002-4758-0888

According to our database1, Daniel Philps authored at least 6 papers between 2018 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2025
MacroVAE: Counterfactual Financial Scenario Generation via Macroeconomic Conditioning.
[BibTeX]
[DOI]
Szymon Kubiak
,
Tillman Weyde
,
Oleksandr Galkin
,
Daniel Philps
,
Ram Gopal
Proceedings of the 6th ACM International Conference on AI in Finance, 2025

2024
Denoising Diffusion Probabilistic Model for Realistic Financial Correlation Matrices.
[BibTeX]
[DOI]
Szymon Kubiak
,
Tillman Weyde
,
Oleksandr Galkin
,
Daniel Philps
,
Ram Gopal
Proceedings of the 5th ACM International Conference on AI in Finance, 2024

2023
Improved Data Generation for Enhanced Asset Allocation: A Synthetic Dataset Approach for the Fixed Income Universe.
[BibTeX]
[DOI]
Szymon Kubiak
,
Tillman Weyde
,
Oleksandr Galkin
,
Daniel Philps
,
Ram Gopal
CoRR, 2023

2020
A temporal continual learning framework for investment decisions.
[BibTeX]
[DOI]
Daniel Philps
PhD thesis, 2020

2019
Making Good on LSTMs Unfulfilled Promise.
[BibTeX]
[DOI]
Daniel Philps
,
Artur S. d'Avila Garcez
,
Tillman Weyde
CoRR, 2019

2018
Continual Learning Augmented Investment Decisions.
[BibTeX]
[DOI]
Daniel Philps
,
Tillman Weyde
,
Artur S. d'Avila Garcez
,
Roy Batchelor
CoRR, 2018


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