06 / Research
Things I've been thinking about.
Peer-reviewed work and longer articles on machine learning, prediction and how they apply to commerce. Retail and consumer research will live here too, once it's properly published with its methodology.
AI & machine learning
Peer-reviewed
AI, prediction & e-commerce
Articles
- · ArticleAI & e-commerceXGBoost vs. Neural Nets for Purchase Prediction: What We Learned Building “The Cart Knows First”Why gradient-boosted trees beat deep nets on accuracy, latency and explainability for predicting purchases.
- · ArticleAI & machine learningWhat “Deterministic AI” Means, and Why It Matters More Than Another ChatbotReproducible, explainable models for the decisions that actually cost money.
Retail & e-commerce
Consumer research — coming soon.
I'm working on original research into reviews, loyalty and how people shop online. It'll appear here with full methodology once it's ready, not before.