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09/04/2022
Towards Understanding the Overfitting Phenomenon of Deep Click-Through Rate Prediction Models
Deep learning techniques have been applied widely in industrial recommen...
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02/18/2021
Truncation-Free Matching System for Display Advertising at Alibaba
Matching module plays a critical role in display advertising systems. Wi...
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07/31/2020
COLD: Towards the Next Generation of Pre-Ranking System
Multi-stage cascade architecture exists widely in many industrial system...
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06/17/2020
DCAF: A Dynamic Computation Allocation Framework for Online Serving System
Modern large-scale systems such as recommender system and online adverti...
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12/11/2018
Diagnostic Visualization for Deep Neural Networks Using Stochastic Gradient Langevin Dynamics
The internal states of most deep neural networks are difficult to interp...
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09/18/2014