Ranker

Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts

Modeling the tradeoﬀs between task-speciﬁc objectives and inter-task relationships

Oct 14, 2023 •

Entire Space Multi-Task Model: An Effective Approach for Estimating Post-Click Conversion Rate

The Classic sequential multi-task model from Alibaba

Oct 7, 2023 •

FinalMLP: An Enhanced Two-Stream MLP Model for CTR Prediction

The SOTA of CTR prediction model from Huawei

Aug 11, 2023 •

Deep Learning Recommendation Model for Personalization and Recommendation Systems

Best practice for recommendation systems from Facebook

Jul 21, 2023 •

AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks

Attention is all we need - build a Multi-Head Attention from scratch

Jul 14, 2023 •

Deep & Cross Network for Ad Click Predictions

Explicitly catch high-order feature interactions

Jun 30, 2023 •

From FM to DeepFM, the almighty Factorization Machines

Build a FM ranker, candidate retriever and DeepFM ranker using TensorFlow

Jun 23, 2023 •

Wide & Deep Learning for Recommender Systems

Revisiting the classic recommendation paper from Google

Jun 13, 2023 •

Dive into Twitter's recommendation system V - MaskNet

Introducing Feature-Wise Multiplication to CTR Ranking Models by Instance-Guided Mask

May 25, 2023 •

Deep Neural Networks for YouTube Recommendations

Revisit the classic paper from YouTube

Apr 9, 2023 •

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