Benefiting the most from AI to optimize investment strategies

Use Case AI Application

09/02/2024 | 11h15 - 11h40 | Applications Stage

Information

  • THEAM Quant Funds at BNP Paribas are offering Quantitative Investment Strategies for our clients ;
  • Those strategies are developed by structuring teams, leveraging their knowledge of the market to build simple indicators with a set of trading rules to generate positive returns ;
  • Over the past year we have looked at improving those rule-based strategies by using Machine Learning techniques ;
  • Machine Learning enable us to take more signal into account and to generate more complex decisions that may help to generate higher returns ;
  • This comes however with challenges like how to avoid over-fitting and how explain the decision taken by the model.