MATHEMATICIANS from Ateneo de Manila University have developed artificial intelligence (AI) tools designed to help forecast fluctuations in money market interest rates.
MATHEMATICIANS from Ateneo de Manila University have developed artificial intelligence tools designed to help forecast fluctuations in money market interest rates.
The research was published on November 15 in AIP Conference Proceedings by Ateneo mathematicians Halle Megan Bata, Mark Jayson Victoria, Wyonna Chezska Alvarez, Elvira de Lara-Tuprio and Armin Paul Allado. Inflation and central banks also impact rates, with central banks adjusting them to promote economic growth or curb rising prices.
The Ateneo team tested two deep learning models: Multi-layer Perceptrons , which processes data through multiple layers to identify complex patterns, and Vanilla Generative Adversarial Networks , where one network generates data and the other evaluates its authenticity, enabling refined analysis.
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