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CTR Prediction

Dec 10, 2025 Recommendation Systems 7 min read

Recommendation Systems (4): CTR Prediction and Click-Through Rate Modeling

A practical guide to CTR prediction models -- from Logistic Regression and Factorization Machines to DeepFM, xDeepFM, DCN, AutoInt, and FiBiNet -- with intuitive explanations and PyTorch implementations.