BAFF: Bid-Aware Filter Family for Mitigating Training Data Interference in RTB A/B Tests

Jeonglyul Oh, Ikkyu Choi, Inseop Youn +1

In online A/B tests for real-time bidding (RTB), control and treatment models are typically trained on a shared serving log that includes data generated by the counterpart model. T…