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Tencent Advertising Competition

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Tencent Advertising Technology
Tencent Advertising Technology
Apr 23, 2019 · Artificial Intelligence

Tencent Advertising Algorithm Competition: Experience and Tips from the Runner‑Up

This article shares the experience of Xu An, runner‑up in the 2019 Tencent Advertising Algorithm Competition, detailing practical advice on feature engineering, model selection, efficiency tricks, personal habits, contest rhythm, and learning resources for aspiring participants.

Algorithm ContestLightGBMTencent Advertising Competition
0 likes · 6 min read
Tencent Advertising Algorithm Competition: Experience and Tips from the Runner‑Up
Tencent Advertising Technology
Tencent Advertising Technology
Jun 4, 2018 · Artificial Intelligence

Tencent Advertising Algorithm Competition: FFM Approach and Feature Engineering by the Wenqiang Ge Team

The Wenqiang Ge team, winners of the first week of the Tencent Advertising Algorithm Competition rematch, detail their FFM-based solution, including baseline adoption, feature engineering with discretized continuous values, cross‑feature handling, and tool choices such as Feather storage and the xlearn library for fast training.

Ensemble ModelingFFMFeather
0 likes · 4 min read
Tencent Advertising Algorithm Competition: FFM Approach and Feature Engineering by the Wenqiang Ge Team