Arbitrary Distribution Modeling with Censorship in Real Time 59 2 60 3 Bidding Advertising for KDD'21

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Deep Learning Arbitrary_Distribution_Modeling
Overview

Arbitrary_Distribution_Modeling

This repo implements the Neighborhood Likelihood Loss (NLL) and Arbitrary Distribution Modeling (ADM, with InteractingLayer of AutoInt as the 2-order FeatEx2 as an example) for Arbitrary Distribution Modeling with Censorship in Real Time Bidding Advertising for TheWebConf'22.

nll_adm.py is the core codes for NLL and ADM.

ipinyou_example.ipynb shows an executable project to perform experiments on iPinYou dataset.

yoyi_example.ipynb shows an executable project to perform experiments on YOYI dataset.

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Comments
  • How to create bidding price

    How to create bidding price

    I'd like to reproduce your research result in your paper, but I wonder how you fake the bidding price to simulate the winning and losing samples, or can you provide the code of your preprocessing？

    opened by franktseng0718 0
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