30/04/2024 Sustainable Finance Causality Approach Applied to Clean-Tech Equities Explore how the Causality Approach unveils the dynamics of clean-tech equities, highlighting how pure players outshine non-pures in financial performance.
25/04/2024 Retirement Key findings Optimal decumulation strategies A new decumulation strategy, the “Success Rate Optimiser”, sets out income needs in advance and uses a dynamic asset allocation approach.
5/12/2023 Portfolio Allocation Optimal Decumulation Strategies for Retirement Solutions This paper focuses on the optimal decumulation strategies for retirement solutions in those countries with a defined-contribution plan.
8/11/2023 Sustainable Finance Net Zero Investment Portfolios - Part 2. The Core-Satellite ... This paper focuses on the core-satellite approach as a portfolio strategy to address net-zero policies.
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...
6/04/2022 Portfolio Allocation Multi-Period Portfolio Optimization and Application to Portf... This research project is both an update of the analysis on carbon emissions trajectories proposed by Le Guenedal et al. (2020) and a companion study of...
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.
7/07/2020 Machine Learning & Artificial Intelligence Improving the Robustness of Trading Strategy Backtesting wit... In this article, we explore generative models in order to build a market generator. The underlying idea is to simulate artificial multi-dimensional financial...
19/12/2019 Portfolio Allocation A Note on Portfolio Optimization with Quadratic Transaction ... In this short note, we consider mean-variance optimized portfolios with transaction costs.
24/06/2019 Portfolio Allocation Factor Investing in Currency Markets: Does it Make Sense? The concept of factor investing emerged at the end of the 2000s and has completely changed the landscape of equity investing.
11/03/2019 Machine Learning & Artificial Intelligence Financial Applications of Gaussian Processes and Bayesian Op... In the last five years, the financial industry has been impacted by the emergence of digitalization and machine learning. In this article, we explore...