The ML strategy of 'distributing coupons to customers with a high probability of purchase' may actually be harming company profits. Many companies have introduced machine learning and are now able to ...

This series, which began with 541,909 rows of purchase data, has finally reached its final installment. In the first installment, we viewed 4,338 customers as three "clusters" using RFM and K-Means.

LLM training data mixture optimization breaks when training pools shift — every prior proxy experiment becomes stale.

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Note This project repository contains the long papers from ICML 2025. Each paper’s framework diagrams, experimental figures, and other visuals are extracted to study their presentation techniques.