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ReLoop · Introduction Models deployed to production often undergo re-training to learn from new user behaviors and improve the predictions. This training...
ESMM et al. - Part 4 · In this post I summarise the ideas in the paper "Modeling the Sequential Dependence among Audience Multi-step Conversions with...
ESMM et al. - Part 3 · In this post I summarise the ideas in the paper "Entire Space Multi-Task Modeling via Post-Click Behavior Decomposition for...
ESMM et al. - Part 2 · This post is about the first paper which introduces the ESMM approach. The full paper is available here, it is fairly easy to...
ESMM et al. - Part 1 · In this post, I will use ESMM et al. to describe ESMM and subsequent research along this line of work. I will only...