The rise of the machines: Challenges in utilizing tree-based models for pricing

The usage of advanced machine learning techniques and tree-based models in particular is becoming more and more popular - however, new challenges arise. In this session we will discuss some of these challenges and potential solutions for embedding GBM models while accounting for the causal effect of price change.

Adar Ben Aderet

Data Science Team Leader, Earnix