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This is the official code for the WSDM 2021 paper: 'Local Collaborative Autoencoders.'

Python 100.00%
loca wsdm2021 wsdm recommender-system

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loca's Issues

Questions about aggregating global and local models

Hi,

I am confused about how to aggregate global and local models. In the paper, there is a hyper-parameter alpha to weighted average outputs from global and local models. However, in the code, I did not find the place you use this weighted average method. Instead, it seems that you choose to use the output from the global model only when one user belongs to no local model. Like line 150 to 153 in LOCA_VAE.py. Am I understanding your code correctly?

BTW, thank you for the nice code and paper!

valid dataset

Hi, nice work!
But I found it is lacking validation dataset while test dataset as the measurement of early stop? Is it normal? Looking forword to your relpy~

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