ASOS Tech Blog
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ASOS Tech Blog

Optimizing Markdown in Fashion E-Commerce with Machine Learning

The importance of efficient markdown at scale

Price Optimization involves causal inference

Two novel markdown engines

Ithax: a cold start markdown optimization engine

Snapshot of the overall Ithax algorithm. We refer readers to the full paper, for information.

Promotheus: a full markdown optimization engine with demand estimation

Overview of Promotheus: markdown optimization with demand estimation



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