5/08/2026 Machine Learning & Artificial Intelligence Agentic AI for Financial Applications: A Comprehensive Survey Language models have given rise to agentic AI. This paper analyses the full agentic stack together with its financial applications and risks.
1/03/2023 Machine Learning & Artificial Intelligence Time Series Forecasting with Transformer Models and applicat... Since its introduction in 2017 (Vaswani et al., 2017), the Transformer model has excelled in a wide range of tasks involving natural language processing...
13/01/2023 Portfolio Strategy What Artificial Intelligence reveals about share price react... What AI reveals about stock prices?- this piece outlines research by Amundi on the usefulness of using AI in stock analysis and valuation.
22/09/2022 Machine Learning & Artificial Intelligence Real-Time Macro Information and Bond Return Predictability: ... This paper proposes a weighted group neural network model and reexamines whether treasury bond returns are predictable when real-time, instead of fully-revised,...
1/07/2022 Machine Learning & Artificial Intelligence Credit Factor Investing with Machine Learning techniques The most common models to assess asset returns are a linear combination of risk factors.
1/03/2022 Machine Learning & Artificial Intelligence Augmenting Investment Decisions with Robo-Advice We study the introduction of robo-advising on a large representative sample of Employee Saving Plans.
1/12/2021 Asset Pricing & Behavioural Finance Graph Neural Networks for Asset Management In this research article, Amundi Quantitative Research explores the use of graph theory and neural networks in asset management.