Download Criteo dataset:

The public Criteo dataset can be download from kaggle:

https://www.kaggle.com/datasets/mrkmakr/criteo-dataset/data

Move the dataset to ./ctr_data and preprocess it with ./ctr_data/preprocess.py

Simulation commands

VFL simulation:

python ./ctr_experiments.py -c ./config/criteo_N_100.yaml

Auction command:

python ./bid_experiment.py -c ./config/criteo_N_100_fix_20.yaml

python ./bid_experiment.py -c ./config/criteo_change_perf_EM_1.yaml