This repo is a collaborative project between Viswanath Gangavaram and Kenneth Foo to document and apply our learnings on topics such as:
- Bandits algorithms
- Causal Inference
- Heterogenous Treatment Effects/Uplift modelling
List of articles in this repo:
List of paper summaries:
- From predictive uplift modeling to prescriptive uplift analytics: A practical approach to treatment optimization while accounting for estimation risk
- Free Lunch! Retrospective Uplift Modeling for Dynamic Promotions Recommendation within ROI Constraints
- LORE: A large-scale offer recommendation engine through the lens of an online subscription service
Please feel free to leave any comments/issues or connect with us on LinkedIn!