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FeatureImportance

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DataFunSummit
DataFunSummit
Feb 11, 2023 · Artificial Intelligence

FiBiNET and FiBiNET++: Feature Importance and Bilinear Interaction for Click‑Through Rate Prediction

The article introduces FiBiNET, a CTR prediction model that incorporates a SENet module for dynamic feature‑importance learning and a bilinear‑interaction layer for enhanced second‑order feature interactions, then details its improved variant FiBiNET++ which reduces parameters with Bi‑Linear+ and an enhanced SENet+.

BilinearInteractionDeepLearningFeatureImportance
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FiBiNET and FiBiNET++: Feature Importance and Bilinear Interaction for Click‑Through Rate Prediction