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.